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Why Project Pro * End-to-end implementation * Real industry grade projects by industry experts * Ready-made solutions to real business problems * Detailed Explanations * Stop going to multiple online forums to search for solutions * Get ready-made project solutions from data extraction to analysis to visualization to deployment * Get more confident to deliver Data Science & Data Engineering projects * Get exposed to cutting-edge projects from leading experts Our Expert Panel Sara Beck Head of Data Science, Slated Kai Tarafdar NLP Engineer, Speechkit Anh Le Data and Blockchain Professional Tory Borsboom-Hanson Data Science Consultant, Fractal Analytics Dina Jankovic Data Science, Yelp Pawan Kumar Yerravelly Data Engineer - Capacity Supply Chain and Provisioning, Microsoft India CoE Deepak Sahu Senior Data Engineer, Slintel-6sense company Stefan Jenkins Data Engineer, Microsoft Guang Yang Senior Applied Scientist, Amazon Ted Anderson Director of Business Intelligence , CouponFollow Shraddha Surana Global Data Community Lead | Lead Data Scientist, Thoughtworks Camille Girabawe Machine Learning Manager, Adobe Muhy Eddin Zater Senior Data Scientist, Mawdoo3 Ltd Victoria Williams Senior Data Engineer, Hogan Assessment Systems Benjamin Larson Principal Data Scientist - Cyber Security Risk Management, Verizon Kirk Borne Chief Science Officer at DataPrime, Inc. Saniya Zahid Principal Software Engineer, Afiniti Gareth Morinan Chief Scientific Officer, Machine Medicine Technologies Mehmet Akgun University of Economics and Technology, Instructor Mir Muntasar Ali Agha Senior Data Engineer, National Bank of Belgium Manoj Kumar Data Scientist, Boeing Balram Singh Data Engineering Manager, Microsoft Corporation Amedeo Biolatti Data Scientist, SwissRe Divya Sistla Data Engineering Lead - Uber Brian Zhu Big Data Engineer, Beyond Limits Bertil Hatt Head of Data science, OutFund Shaurya Uppal Data Scientist, Inmobi Diego Argueta Senior Data Platform Engineer, GoodRx Ana Garcia Director of Data Science & AnalyticsDirector, ZipRecruiter James Briggs Dev Advocate, Pinecone and Freelance ML Carlos Contreras Big Data & Analytics architect, Amazon Kedar Kanhere Data Scientist, Credit Suisse Varun Jain Senior Data Engineer, Publicis Sapient * Stop spending weeks building a PoC or project from scratch * 250+ real business problems solved with Data Science, Machine Learning and Big Data Data Science Data Science Projects in Python MLOps Project to Build Search Relevancy Algorithm with SBERT View Data Science Projects in Python > Big Data Google Cloud Projects GCP Build an ETL Pipeline for Financial Data Analytics on GCP-IaC View Google Cloud Projects GCP > Big Data PySpark Projects Build an ETL Pipeline for Financial Data Analytics on GCP-IaC View PySpark Projects > Data Science Machine Learning Projects in Python Langchain Project for Customer Support App in Python View Machine Learning Projects in Python > Big Data AWS Projects Build a Streaming Pipeline with DBT, Snowflake and Kinesis View AWS Projects > Data Science Data Science Projects in Python Stock Price Prediction Project using LSTM and RNN View Data Science Projects in Python > Data Science Machine Learning Projects in Python LLM Project to Build and Fine Tune a Large Language Model View Machine Learning Projects in Python > Big Data Microsoft Azure Projects Databricks Data Lineage and Replication Management View Microsoft Azure Projects > Data Science Machine Learning Projects in Python Many-to-One LSTM for Sentiment Analysis and Text Generation View Machine Learning Projects in Python > Big Data AWS Projects dbt Snowflake Project to Master dbt Fundamentals in Snowflake View AWS Projects > * Stop wasting hours trying to understand solutions and code * 1,200+ hours of explainer videos * Tech support * Cloud workspace environment with 1-click deploy. Why Project Pro End-to-end implementation * Stop going to multiple online forums to search for solutions * Get ready-made project solutions from data extraction to analysis to visualization to deployment Real industry grade projects by industry experts * Get more confident to deliver Data Science & Data Engineering projects * Get exposed to cutting-edge projects from leading experts Our Expert Panel Sara Beck Head of Data Science, Slated Kai Tarafdar NLP Engineer, Speechkit Anh Le Data and Blockchain Professional Tory Borsboom-Hanson Data Science Consultant, Fractal Analytics Dina Jankovic Data Science, Yelp Pawan Kumar Yerravelly Data Engineer - Capacity Supply Chain and Provisioning, Microsoft India CoE Deepak Sahu Senior Data Engineer, Slintel-6sense company Stefan Jenkins Data Engineer, Microsoft Guang Yang Senior Applied Scientist, Amazon Ted Anderson Director of Business Intelligence , CouponFollow Shraddha Surana Global Data Community Lead | Lead Data Scientist, Thoughtworks Camille Girabawe Machine Learning Manager, Adobe Muhy Eddin Zater Senior Data Scientist, Mawdoo3 Ltd Victoria Williams Senior Data Engineer, Hogan Assessment Systems Benjamin Larson Principal Data Scientist - Cyber Security Risk Management, Verizon Kirk Borne Chief Science Officer at DataPrime, Inc. Saniya Zahid Principal Software Engineer, Afiniti Gareth Morinan Chief Scientific Officer, Machine Medicine Technologies Mehmet Akgun University of Economics and Technology, Instructor Mir Muntasar Ali Agha Senior Data Engineer, National Bank of Belgium Manoj Kumar Data Scientist, Boeing Balram Singh Data Engineering Manager, Microsoft Corporation Amedeo Biolatti Data Scientist, SwissRe Divya Sistla Data Engineering Lead - Uber Brian Zhu Big Data Engineer, Beyond Limits Bertil Hatt Head of Data science, OutFund Shaurya Uppal Data Scientist, Inmobi Diego Argueta Senior Data Platform Engineer, GoodRx Ana Garcia Director of Data Science & AnalyticsDirector, ZipRecruiter James Briggs Dev Advocate, Pinecone and Freelance ML Carlos Contreras Big Data & Analytics architect, Amazon Kedar Kanhere Data Scientist, Credit Suisse Varun Jain Senior Data Engineer, Publicis Sapient Ready-made solutions to real business problems * Stop spending weeks building a PoC or project from scratch * 250+ real business problems solved with Data Science, Machine Learning and Big Data Data Science Data Science Projects in Python MLOps Project to Build Search Relevancy Algorithm with SBERT View Data Science Projects in Python > Big Data Google Cloud Projects GCP Build an ETL Pipeline for Financial Data Analytics on GCP-IaC View Google Cloud Projects GCP > Big Data PySpark Projects Build an ETL Pipeline for Financial Data Analytics on GCP-IaC View PySpark Projects > Data Science Machine Learning Projects in Python Langchain Project for Customer Support App in Python View Machine Learning Projects in Python > Big Data AWS Projects Build a Streaming Pipeline with DBT, Snowflake and Kinesis View AWS Projects > Data Science Data Science Projects in Python Stock Price Prediction Project using LSTM and RNN View Data Science Projects in Python > Data Science Machine Learning Projects in Python LLM Project to Build and Fine Tune a Large Language Model View Machine Learning Projects in Python > Big Data Microsoft Azure Projects Databricks Data Lineage and Replication Management View Microsoft Azure Projects > Data Science Machine Learning Projects in Python Many-to-One LSTM for Sentiment Analysis and Text Generation View Machine Learning Projects in Python > Big Data AWS Projects dbt Snowflake Project to Master dbt Fundamentals in Snowflake View AWS Projects > Detailed Explanations * Stop wasting hours trying to understand solutions and code * 1,200+ hours of explainer videos * Tech support * Cloud workspace environment with 1-click deploy. How we are different We provide ready-made project templates that solve real business problems, end-to-end and comes with solution code, explanation videos, cloud lab environment and tech support. End-to-end implementation End-to-end implementation Real industry grade projects by industry experts Ready-made solutions to real business problems Detailed Explanations Get Confidence Become a 10x developer Practitioner Get work done faster Reuse our ready-made solution templates in Data Science & Big Data. Get ideas for PoCs from our sample use-cases Browse 250+ enterprise-grade projects. Learner Get a job by building a project portfolio Create your portfolio with all reusable project codes. Get confidence Get confidence to build real world projects by learning from real industry experts. 250+ end-to-end project solutions. 15 new projects added every month No matter what you are in your proffesional journey, you can make sure with us you can solve real business problems and become an efficient developer Big Data Projects Data Science Projects Apache Hadoop Projects Apache Hadoop Projects >>> Apache Hive Projects Apache Hbase Projects Apache Pig Projects Hadoop HDFS Projects Apache Oozie Projects Apache Impala Projects Apache Flume Projects Apache Sqoop Projects Spark SQL Projects Spark GraphX Projects Spark Streaming Projects Spark MLlib Projects Apache Spark Projects PySpark Projects Apache Zepellin Projects Apache Kafka Projects Neo4j Projects Redis Projects Data Science Projects in Python Data Science Projects in R Machine Learning Projects in Python Machine Learning Projects in R Deep Learning Projects Neural Network Projects Tensorflow Projects H2O R Projects IoT Projects Keras Deep Learning Projects NLP Projects Pytorch Microsoft Azure Projects Google Cloud Projects GCP AWS Projects Data Science Projects in Banking and Finance Data Science Projects in Retail & Ecommerce Data Science Projects in Entertainment & Media Data Science Projects in Telecommunications Apache Hadoop Projects Apache Hive Projects Apache Hbase Projects Apache Pig Projects Hadoop HDFS Projects Apache Oozie Projects Apache Impala Projects Apache Flume Projects Apache Sqoop Projects Spark SQL Projects Spark GraphX Projects Spark Streaming Projects Spark MLlib Projects Apache Spark Projects PySpark Projects Apache Zepellin Projects Apache Kafka Projects Neo4j Projects Redis Projects Data Science Projects in Python Data Science Projects in R Machine Learning Projects in Python Machine Learning Projects in R Deep Learning Projects Neural Network Projects Tensorflow Projects H2O R Projects IoT Projects Keras Deep Learning Projects NLP Projects Pytorch Microsoft Azure Projects Google Cloud Projects GCP AWS Projects Data Science Projects in Banking and Finance Data Science Projects in Retail & Ecommerce Data Science Projects in Entertainment & Media Data Science Projects in Telecommunications * Movielens Dataset Analysis on Azure * Web Server Log Processing using Hadoop in Azure * Hadoop Project-Analysis of Yelp Dataset using Hadoop Hive * Airline Dataset Analysis using Hadoop, Hive, Pig and Athena * Hive Mini Project to Build a Data Warehouse for e-Commerce * Big Data Project for Solving Small File Problem in Hadoop Spark * Learn Data Processing with Spark SQL using Scala on AWS * Yelp Data Processing Using Spark And Hive Part 1 * Yelp Data Processing using Spark and Hive Part 2 * Hadoop Project to Perform Hive Analytics using SQL and Scala * Data Processing and Transformation in Hive using Azure VM * Implementing Slow Changing Dimensions in a Data Warehouse using Hive and Spark * Talend Real-Time Project for ETL Process Automation * Using Apache Hive for Real-Time Queries and Analytics * NoSQL Project on Yelp Dataset using HBase and MongoDB * Hive Project- Denormalize JSON Data and analyse it with HIVE Scripts * Hive Project - Visualising Website Clickstream Data with Apache Hadoop * Process a Million Song Dataset to Predict Song Preferences * Streaming ETL in Kafka with KSQL using NYC TLC Data * Integrating Spark and NoSQL Database for Data Analysis * Big Data Project on Processing Unstructured Data using Spark * Hadoop Project - Choosing the best SQL-on-Hadoop Engine * Implementing OLAP on Hadoop using Apache Kylin * SQL vs NoSQL-Choosing the right DBMS for your Project * Microsoft Cortana Intelligence Suite Analytics Workshop * Data Analysis and Visualisation using Spark and Zeppelin * Design a Network Crawler by Mining Github Social Profiles * Movielens Dataset Analysis on Azure * Web Server Log Processing using Hadoop in Azure * Hadoop Project-Analysis of Yelp Dataset using Hadoop Hive * Airline Dataset Analysis using Hadoop, Hive, Pig and Athena * Hive Mini Project to Build a Data Warehouse for e-Commerce * Learn Data Processing with Spark SQL using Scala on AWS * Yelp Data Processing Using Spark And Hive Part 1 * Yelp Data Processing using Spark and Hive Part 2 * Hadoop Project to Perform Hive Analytics using SQL and Scala * Data Processing and Transformation in Hive using Azure VM * Implementing Slow Changing Dimensions in a Data Warehouse using Hive and Spark * Create A Data Pipeline based on Messaging Using PySpark Hive * Build a big data pipeline with AWS Quicksight, Druid, and Hive * AWS Project - Build an ETL Data Pipeline on AWS EMR Cluster * PySpark Project-Build a Data Pipeline using Hive and Cassandra * Using Apache Hive for Real-Time Queries and Analytics * NoSQL Project on Yelp Dataset using HBase and MongoDB * Hive Project- Denormalize JSON Data and analyse it with HIVE Scripts * Hive Project - Visualising Website Clickstream Data with Apache Hadoop * Big Data Project on Processing Unstructured Data using Spark * Implementing OLAP on Hadoop using Apache Kylin * Data Analysis and Visualisation using Spark and Zeppelin * Streaming Data Pipeline using Spark, HBase and Phoenix * Implementing OLAP on Hadoop using Apache Kylin * Design a Network Crawler by Mining Github Social Profiles * Airline Dataset Analysis using Hadoop, Hive, Pig and Athena * Process a Million Song Dataset to Predict Song Preferences * Big Data Project for Solving Small File Problem in Hadoop Spark * Streaming Data Pipeline using Spark, HBase and Phoenix * Work with Streaming Data using Twitter API to Build a JobPortal * Airline Dataset Analysis using Hadoop, Hive, Pig and Athena * Hive Mini Project to Build a Data Warehouse for e-Commerce * Learn Data Processing with Spark SQL using Scala on AWS * Data Processing and Transformation in Hive using Azure VM * Web Server Log Processing using Hadoop in Azure * Real-time Auto Tracking with Spark-Redis * Making real time decision on incoming data using Flume and Kafka * Work with Streaming Data using Twitter API to Build a JobPortal * Spark Project-Analysis and Visualization on Yelp Dataset * Retail Analytics Project Example using Sqoop, HDFS, and Hive * Analyse Yelp Dataset with Spark & Parquet Format on Azure Databricks * Movielens Dataset Analysis on Azure * Learn Data Processing with Spark SQL using Scala on AWS * Yelp Data Processing Using Spark And Hive Part 1 * Explore features of Spark SQL in practice on Spark 2.0 * SQL Project for Data Analysis using Oracle Database-Part 1 * SQL Project for Data Analysis using Oracle Database-Part 2 * SQL Project for Data Analysis using Oracle Database-Part 3 * SQL Project for Data Analysis using Oracle Database-Part 4 * SQL Project for Data Analysis using Oracle Database-Part 5 * SQL Project for Data Analysis using Oracle Database-Part 6 * SQL Project for Data Analysis using Oracle Database-Part 7 * Learn How to Implement SCD in Talend to Capture Data Changes * Data Analysis and Visualisation using Spark and Zeppelin * Design a Network Crawler by Mining Github Social Profiles * Neo4j Project using Yelp dataset to analyse ratings from users * Analysis of Community Interactions using Spark GraphX * Analyse Yelp Dataset with Spark & Parquet Format on Azure Databricks * Web Server Log Processing using Hadoop in Azure * Hadoop Project-Analysis of Yelp Dataset using Hadoop Hive * Real-time Auto Tracking with Spark-Redis * Real-Time Streaming of Twitter Sentiments AWS EC2 NiFi * Work with Streaming Data using Twitter API to Build a JobPortal * Real-Time Streaming of Twitter Sentiments AWS EC2 NiFi * Learn to Build Regression Models with PySpark and Spark MLlib * Build Classification and Clustering Models with PySpark and MLlib * Spark Project - Airline Dataset Analysis using Spark MLlib * Analyse Yelp Dataset with Spark & Parquet Format on Azure Databricks * Hive Mini Project to Build a Data Warehouse for e-Commerce * Explore features of Spark SQL in practice on Spark 2.0 * Implementing Slow Changing Dimensions in a Data Warehouse using Hive and Spark * Spark Project-Analysis and Visualization on Yelp Dataset * Spark integration and analysis with NoSQL Databases 2 - Cassandra * Build a Real-Time Dashboard with Spark, Grafana, and InfluxDB * A Hands-On Approach to Learn Apache Spark using Scala * Airline Dataset Analysis using PySpark GraphFrames in Python * Hands-On Real Time PySpark Project for Beginners * Build a real-time Streaming Data Pipeline using Flink and Kinesis * Project-Driven Approach to PySpark Partitioning Best Practices * Learn to Build Regression Models with PySpark and Spark MLlib * Build Classification and Clustering Models with PySpark and MLlib * Build a Data Pipeline in AWS using NiFi, Spark, and ELK Stack * Getting Started with Pyspark on AWS EMR and Athena * NoSQL Project on Yelp Dataset using HBase and MongoDB * Spark Project - Learn to Write Spark Applications using Spark 2.0 * Integrating Spark and NoSQL Database for Data Analysis * Spark Project - Airline Dataset Analysis using Spark MLlib * Big Data Project on Processing Unstructured Data using Spark * Chicago Crime Data Analysis on Apache Spark * Predicting Flight Delays using Apache Spark and Kylin * Spark Project-Measuring US Non-Farm Payroll Forex Impact * PySpark ETL Project for Real-Time Data Processing * PySpark Tutorial - Learn to use Apache Spark with Python * Deploying auto-reply Twitter handle with Kafka, Spark and LSTM * Hands-On Real Time PySpark Project for Beginners * PySpark Project to Learn Advanced DataFrame Concepts * PySpark Project-Build a Data Pipeline using Hive and Cassandra * PySpark Project-Build a Data Pipeline using Kafka and Redshift * AWS Project for Batch Processing with PySpark on AWS EMR * Project-Driven Approach to PySpark Partitioning Best Practices * Learn to Build Regression Models with PySpark and Spark MLlib * Build Classification and Clustering Models with PySpark and MLlib * Build a Data Pipeline in AWS using NiFi, Spark, and ELK Stack * Getting Started with Pyspark on AWS EMR and Athena * Build an ETL Pipeline for Financial Data Analytics on GCP-IaC * Build a real-time Streaming Data Pipeline using Flink and Kinesis * Big Data Hadoop Project-Visualize Daily Wikipedia Trends * Data Analysis and Visualisation using Spark and Zeppelin * Log Analytics Project with Spark Streaming and Kafka * Build a big data pipeline with AWS Quicksight, Druid, and Hive * PySpark Project-Build a Data Pipeline using Kafka and Redshift * Making real time decision on incoming data using Flume and Kafka * Building Real-Time Data Pipelines with Kafka Connect * Streaming ETL in Kafka with KSQL using NYC TLC Data * Analyze a streaming log file by integrating Kafka and Kylin * Work with Streaming Data using Twitter API to Build a JobPortal * Neo4j Project using Yelp dataset to analyse ratings from users * Modeling & Thinking in Graphs(Neo4J) using Movielens Dataset * Real-time Auto Tracking with Spark-Redis * Llama2 Project for MetaData Generation using FAISS and RAGs * Build an Image Segmentation Model using Amazon SageMaker * Learn to Build an End-to-End Machine Learning Pipeline - Part 2 * Machine Learning Project to Forecast Rossmann Store Sales * Ensemble Machine Learning Project - All State Insurance Claims Severity Prediction * Credit Card Fraud Detection as a Classification Problem * Time Series Forecasting with LSTM Neural Network Python * House Price Prediction Project using Machine Learning in Python * Personalized Medicine: Redefining Cancer Treatment * Build a Music Recommendation Algorithm using KKBox's Dataset * Build an Image Classifier for Plant Species Identification * Loan Eligibility Prediction in Python using H2O.ai * Avocado Machine Learning Project Python for Price Prediction * Ecommerce product reviews - Pairwise ranking and sentiment analysis * Loan Eligibility Prediction using Gradient Boosting Classifier * Machine Learning project for Retail Price Optimization * Customer Churn Prediction Analysis using Ensemble Techniques * Natural language processing Chatbot application using NLTK for text classification * NLP Project to Build a Resume Parser in Python using Spacy * Customer Market Basket Analysis using Apriori and Fpgrowth algorithms * Topic modelling using Kmeans clustering to group customer reviews * Demand prediction of driver availability using multistep time series analysis * Build a Collaborative Filtering Recommender System in Python * Ola Bike Rides Request Demand Forecast * Build a Similar Images Finder with Python, Keras, and Tensorflow * Medical Image Segmentation Deep Learning Project * Image Segmentation using Mask R-CNN with Tensorflow * Digit Recognition using CNN for MNIST Dataset in Python * Build a Face Recognition System in Python using FaceNet * Locality Sensitive Hashing Python Code for Look-Alike Modelling * Build OCR from Scratch Python using YOLO and Tesseract * Time Series Python Project using Greykite and Neural Prophet * Abstractive Text Summarization using Transformers-BART Model * Deep Learning Project- Real-Time Fruit Detection using YOLOv4 * Build a Multi Touch Attribution Machine Learning Model in Python * FEAST Feature Store Example for Scaling Machine Learning * Classification Projects on Machine Learning for Beginners - 1 * Build Classification Algorithms for Digital Transformation[Banking] * MLOps Project for a Mask R-CNN on GCP using uWSGI Flask * Recommender System Machine Learning Project for Beginners-1 * Build a Moving Average Time Series Forecasting Model in Python * Recommender System Machine Learning Project for Beginners-2 * Time Series Forecasting Project-Building ARIMA Model in Python * NLP Project for Beginners on Text Processing and Classification * GCP MLOps Project to Deploy ARIMA Model using uWSGI Flask * Classification Projects on Machine Learning for Beginners - 2 * Build a Logistic Regression Model in Python from Scratch * Deploy Transformer BART Model for Text summarization on GCP * Model Deployment on GCP using Streamlit for Resume Parsing * Build Time Series Models for Gaussian Processes in Python * Build ARCH and GARCH Models in Time Series using Python * AWS MLOps Project to Deploy Multiple Linear Regression Model * MLOps Project on GCP using Kubeflow for Model Deployment * Azure Text Analytics for Medical Search Engine Deployment * AWS MLOps Project for Gaussian Process Time Series Modeling * AWS MLOps Project for ARCH and GARCH Time Series Models * ML Model Deployment on AWS for Customer Churn Prediction * End-to-End Speech Emotion Recognition Project using ANN * Detectron2 Object Detection and Segmentation Example Python * Loan Eligibility Prediction Project using Machine learning on GCP * Isolation Forest Model and LOF for Anomaly Detection in Python * Deep Learning Project for Time Series Forecasting in Python * Recommender System Machine Learning Project for Beginners-3 * Build a Graph Based Recommendation System in Python -Part 1 * AWS MLOps Project to Deploy a Classification Model [Banking] * Recommender System Machine Learning Project for Beginners-4 * Build a Customer Churn Prediction Model using Decision Trees * Learn Object Tracking (SOT, MOT) using OpenCV and Python * MLOps Project to Deploy Resume Parser Model on Paperspace * Deploy Transformer-BART Model on Paperspace Cloud * Build Regression (Linear,Ridge,Lasso) Models in NumPy Python * Build a Multi-Class Classification Model in Python on Saturn Cloud * Azure Deep Learning-Deploy RNN CNN models for TimeSeries * Build a Churn Prediction Model using Ensemble Learning * Time Series Analysis with Facebook Prophet Python and Cesium * MLOps using Azure Devops to Deploy a Classification Model * Learn to Build Generative Models Using PyTorch Autoencoders * Build a Hybrid Recommender System in Python using LightFM * Linear Regression Model Project in Python for Beginners Part 2 * Build Regression Models in Python for House Price Prediction * Learn to Build a Polynomial Regression Model from Scratch * Build a Graph Based Recommendation System in Python-Part 2 * PyCaret Project to Build and Deploy an ML App using Streamlit * Build Customer Propensity to Purchase Model in Python * Time Series Classification Project for Elevator Failure Prediction * Build Real Estate Price Prediction Model with NLP and FastAPI * Hands-On Approach to Regression Discontinuity Design Python * Build an End-to-End AWS SageMaker Classification Model * Learn to Build a Siamese Neural Network for Image Similarity * Build a Credit Default Risk Prediction Model with LightGBM * End-to-End ML Model Monitoring using Airflow and Docker * Build an AI Chatbot from Scratch using Keras Sequential Model * Build a Speech-Text Transcriptor with Nvidia Quartznet Model * Build Piecewise and Spline Regression Models in Python * AWS Project to Build and Deploy LSTM Model with Sagemaker * Build CI/CD Pipeline for Machine Learning Projects using Jenkins * End-to-End Snowflake Healthcare Analytics Project on AWS-1 * Multilabel Classification Project for Predicting Shipment Modes * Mastering A/B Testing: A Practical Guide for Production * Stock Price Prediction Project using LSTM and RNN * End-to-End Snowflake Healthcare Analytics Project on AWS-2 * MLOps Project to Build Search Relevancy Algorithm with SBERT * Many-to-One LSTM for Sentiment Analysis and Text Generation * Predictive Analytics Project for Working Capital Optimization * Loan Default Prediction Project using Explainable AI ML Models * Learn to Build an End-to-End Machine Learning Pipeline - Part 1 * LLM Project to Build and Fine Tune a Large Language Model * Langchain Project for Customer Support App in Python * BigMart Sales Prediction ML Project in Python * Explore San Francisco City Employee Salary Data * IoT Project-Learn to design an IoT Ready Infrastructure * Insurance Pricing Forecast Using XGBoost Regressor * Bosch Production Line Performance Data Science Project * BigMart Sales Prediction Machine Learning Project * Job Recommendation Challenge-Predict which jobs users will apply * Build a Text Generator Model using Amazon SageMaker * Customer based predictive analytics to find the next best offer * CycleGAN Implementation for Image-To-Image Translation * PyTorch Project to Build a GAN Model on MNIST Dataset * Loan Default Prediction Machine Learning Project * Santander Product Recommendation ML Project in Python * Predict Quora Question Pairs Meaning using NLP in Python * Expedia Hotel Recommendations Data Science Project * Data Science Project -Predicting survival on the Titanic * Classifying Handwritten Digits using MNIST Dataset * Machine learning for Retail Price Recommendation with R * Loan Default Risk Prediction Machine Learning Project * Applying Deep Learning to Time Series Forecasting with Python * Implement Back-Propagation Algorithm for Classification Problems * Predict purchase amount of customers against various products * Predicting interest level of Rental Listings on RentHop * ARIMA Time Series Forecasting and Visualization in Python * Data Science Project - Ultrasound Nerve Segmentation * Home Depot Product Search Relevance ML Project in Python * All State Insurance Purchase Prediction Challenge Solution * Design business plan for distributing insurance to customers * Build a predictive model for Otto Group Product Classification * Taxi Trip Time Prediction using Regression, Numpy, Scipy in R * Walmart Sales Forecasting Data Science Project * Predict Churn for a Telecom company using Logistic Regression * Census Income Data Set Project-Predict Adult Census Income * Build Portfolio Optimization Machine Learning Models in R * Time Series Analysis Project in R on Stock Market forecasting * Inventory Demand Forecasting using Machine Learning in R * Churn Prediction in Telecom using Machine Learning in R * Identifying Product Bundles from Sales Data Using R Language * Credit Card Anomaly Detection using Autoencoders * Build a Customer Churn Prediction Model for Insurance Domain * Coupon Purchase Prediction Machine Learning Project * Data Science Project - Instacart Market Basket Analysis * German Credit Dataset Analysis to Classify Loan Applications * Data Science Project-Movie Review Sentiment Analysis using R * Data Science Project on Wine Quality Prediction in R * Taxi Trajectory Prediction-Predict the destination of taxi trips * PUBG Finish Placement Data Science Project in R * Data Science Project-TalkingData AdTracking Fraud Detection * Predict Macro Economic Trends using Kaggle Financial Dataset * Predict Wine Preferences of Customers using Wine Dataset * Santander Customer Satisfaction Machine Learning Project in R * Prediction or Classification Using Ensemble Methods in R * Llama2 Project for MetaData Generation using FAISS and RAGs * Credit Card Default Prediction using Machine learning techniques * House Price Prediction Project using Machine Learning in Python * Personalized Medicine: Redefining Cancer Treatment * Build an Image Classifier for Plant Species Identification * Avocado Machine Learning Project Python for Price Prediction * Ecommerce product reviews - Pairwise ranking and sentiment analysis * Loan Eligibility Prediction using Gradient Boosting Classifier * Machine Learning project for Retail Price Optimization * Customer Churn Prediction Analysis using Ensemble Techniques * Natural language processing Chatbot application using NLTK for text classification * NLP Project to Build a Resume Parser in Python using Spacy * Topic modelling using Kmeans clustering to group customer reviews * Demand prediction of driver availability using multistep time series analysis * Build a Collaborative Filtering Recommender System in Python * NLP Project on LDA Topic Modelling Python using RACE Dataset * Image Segmentation using Mask R-CNN with Tensorflow * Digit Recognition using CNN for MNIST Dataset in Python * Build a Autoregressive and Moving Average Time Series Model * MLOps AWS Project on Topic Modeling using Gunicorn Flask * Build an optimal End-to-End MLOps Pipeline and Deploy on GCP * Deploying Machine Learning Models with Flask for Beginners * Linear Regression Model Project in Python for Beginners Part 1 * Learn to Build a Polynomial Regression Model from Scratch * Hands-On Approach to Causal Inference in Machine Learning * Build Piecewise and Spline Regression Models in Python * Build CI/CD Pipeline for Machine Learning Projects using Jenkins * A/B Testing Approach for Comparing Performance of ML Models * Multilabel Classification Project for Predicting Shipment Modes * Stock Price Prediction Project using LSTM and RNN * MLOps Project to Build Search Relevancy Algorithm with SBERT * Many-to-One LSTM for Sentiment Analysis and Text Generation * Predictive Analytics Project for Working Capital Optimization * Loan Default Prediction Project using Explainable AI ML Models * Learn to Build an End-to-End Machine Learning Pipeline - Part 1 * LLM Project to Build and Fine Tune a Large Language Model * Langchain Project for Customer Support App in Python * Insurance Pricing Forecast Using XGBoost Regressor * Bosch Production Line Performance Data Science Project * BigMart Sales Prediction Machine Learning Project * Customer based predictive analytics to find the next best offer * PyTorch Project to Build a GAN Model on MNIST Dataset * Loan Default Prediction Machine Learning Project * Machine learning for Retail Price Recommendation with R * Wine Quality Prediction using Machine Learning in Python * Loan Default Risk Prediction Machine Learning Project * Implement Back-Propagation Algorithm for Classification Problems * Predict purchase amount of customers against various products * Predicting interest level of Rental Listings on RentHop * ARIMA Time Series Forecasting and Visualization in Python * Walmart Sales Forecasting Data Science Project * Predict Churn for a Telecom company using Logistic Regression * Time Series Analysis Project in R on Stock Market forecasting * Inventory Demand Forecasting using Machine Learning in R * Churn Prediction in Telecom using Machine Learning in R * Identifying Product Bundles from Sales Data Using R Language * Build a Customer Churn Prediction Model for Insurance Domain * Coupon Purchase Prediction Machine Learning Project * Data Science Project - Instacart Market Basket Analysis * German Credit Dataset Analysis to Classify Loan Applications * Data Science Project-Movie Review Sentiment Analysis using R * Data Science Project on Wine Quality Prediction in R * Data Science Project-TalkingData AdTracking Fraud Detection * Predict Macro Economic Trends using Kaggle Financial Dataset * Predict Wine Preferences of Customers using Wine Dataset * Santander Customer Satisfaction Machine Learning Project in R * Deep Learning Project for Text Detection in Images using Python * Time Series Forecasting with LSTM Neural Network Python * Census Income Data Set Project-Predict Adult Census Income * Medical Image Segmentation Deep Learning Project * Image Segmentation using Mask R-CNN with Tensorflow * Multi-Class Text Classification with Deep Learning using BERT * Build CNN for Image Colorization using Deep Transfer Learning * OpenCV Project for Beginners to Learn Computer Vision Basics * OpenCV Project to Master Advanced Computer Vision Concepts * Build a Multi Class Image Classification Model Python using CNN * Time Series Project to Build a Multiple Linear Regression Model * Deep Learning Project for Beginners with Source Code Part 1 * BERT Text Classification using DistilBERT and ALBERT Models * Tensorflow Transfer Learning Model for Image Classification * Build Deep Autoencoders Model for Anomaly Detection in Python * Build CNN Image Classification Models for Real Time Prediction * Hands-On Approach to Master PyTorch Tensors with Examples * Learn How to Build PyTorch Neural Networks from Scratch * Build a Review Classification Model using Gated Recurrent Unit * Build a CNN Model with PyTorch for Image Classification * PyTorch Project to Build a LSTM Text Classification Model * Learn to Build a Neural network from Scratch using NumPy * Learn to Build a Siamese Neural Network for Image Similarity * AWS Project to Build and Deploy LSTM Model with Sagemaker * Stock Price Prediction Project using LSTM and RNN * Many-to-One LSTM for Sentiment Analysis and Text Generation * NLP and Deep Learning For Fake News Classification in Python * CycleGAN Implementation for Image-To-Image Translation * Deep Learning Project on Store Item Demand Forecasting * Time Series Forecasting with LSTM Neural Network Python * Learn to Build Generative Models Using PyTorch Autoencoders * Build a Review Classification Model using Gated Recurrent Unit * Build a CNN Model with PyTorch for Image Classification * Learn to Build a Siamese Neural Network for Image Similarity * AWS Project to Build and Deploy LSTM Model with Sagemaker * Stock Price Prediction Project using LSTM and RNN * CycleGAN Implementation for Image-To-Image Translation * German Credit Dataset Analysis to Classify Loan Applications * Kaggle Carvana Image Masking Challenge Solution with Keras * MNIST Dataset : Digit Recognizer Data Science Project * Forecasting Business KPI's with Tensorflow and Python * Stock Price Prediction Project using LSTM and RNN * Many-to-One LSTM for Sentiment Analysis and Text Generation * MNIST Dataset : Digit Recognizer Data Science Project * Census Income Data Set Project-Predict Adult Census Income * Machine Learning or Predictive Models in IoT - Energy Prediction Use Case * NLP and Deep Learning For Fake News Classification in Python * March Madness Predictions for NCAA Tournament 2017 * Llama2 Project for MetaData Generation using FAISS and RAGs * Ecommerce product reviews - Pairwise ranking and sentiment analysis * Natural language processing Chatbot application using NLTK for text classification * NLP Project to Build a Resume Parser in Python using Spacy * Topic modelling using Kmeans clustering to group customer reviews * Word2Vec and FastText Word Embedding with Gensim in Python * Create Your First Chatbot with RASA NLU Model and Python * Text Classification with Transformers-RoBERTa and XLNet Model * Build a Multi ClassText Classification Model using Naive Bayes * Skip Gram Model Python Implementation for Word Embeddings * Build Multi Class Text Classification Models with RNN and LSTM * Build a Text Classification Model with Attention Mechanism NLP * NLP Project for Multi Class Text Classification using BERT Model * Predict Quora Question Pairs Meaning using NLP in Python * Learn Hyperparameter Tuning for Neural Networks with PyTorch * Learn How to Build a Linear Regression Model in PyTorch * Learn How to Build a Logistic Regression Model in PyTorch * PyTorch Project to Build a LSTM Text Classification Model * Image Classification Model using Transfer Learning in PyTorch * Build a Text Generator Model using Amazon SageMaker * Analyse Yelp Dataset with Spark & Parquet Format on Azure Databricks * Movielens Dataset Analysis on Azure * Web Server Log Processing using Hadoop in Azure * Azure Stream Analytics for Real-Time Cab Service Monitoring * Snowflake Azure Project to build real-time Twitter feed dashboard * Learn Real-Time Data Ingestion with Azure Purview * Getting Started with Azure Purview for Data Governance * Building Data Pipelines in Azure with Azure Synapse Analytics * Build Streaming Data Pipeline using Azure Stream Analytics * Learn to Create Delta Live Tables in Azure Databricks * Build a Data Pipeline with Azure Synapse and Spark Pool * Build an ETL Pipeline with Talend for Export of Data from Cloud * Databricks Real-Time Streaming with Event Hubs and Snowflake * Azure Data Factory and Databricks End-to-End Project * Databricks Data Lineage and Replication Management * Build a Spark Streaming Pipeline with Synapse and CosmosDB * Flask API Big Data Project using Databricks and Unity Catalog * GCP Data Ingestion with SQL using Google Cloud Dataflow * Build a Scalable Event Based GCP Data Pipeline using DataFlow * GCP Project to Explore Cloud Functions using Python Part 1 * GCP Project-Build Pipeline using Dataflow Apache Beam Python * GCP Project to Learn using BigQuery for Exploring Data * Deploy an Application to Kubernetes in Google Cloud using GKE * Build an ETL Pipeline for Financial Data Analytics on GCP-IaC * AWS Snowflake Data Pipeline Example using Kinesis and Airflow * Hadoop Project-Analysis of Yelp Dataset using Hadoop Hive * Building Real-Time AWS Log Analytics Solution * AWS Project-Website Monitoring using AWS Lambda and Aurora * Build an ETL Pipeline with DBT, Snowflake and Airflow * Orchestrate Redshift ETL using AWS Glue and Step Functions * How to deal with slowly changing dimensions using snowflake? * Snowflake Real Time Data Warehouse Project for Beginners-1 * Streaming Data Pipeline using Spark, HBase and Phoenix * Build an AWS ETL Data Pipeline in Python on YouTube Data * Graph Database Modelling using AWS Neptune and Gremlin * Build a real-time Streaming Data Pipeline using Flink and Kinesis * Build an Analytical Platform for eCommerce using AWS Services * PySpark Project-Build a Data Pipeline using Kafka and Redshift * AWS Project for Batch Processing with PySpark on AWS EMR * Getting Started with Pyspark on AWS EMR and Athena * Build a Real-Time Spark Streaming Pipeline on AWS using Scala * Build Serverless Pipeline using AWS CDK and Lambda in Python * Learn Efficient Multi-Source Data Processing with Talend ETL * EMR Serverless Example to Build a Search Engine for COVID19 * Python and MongoDB Project for Beginners with Source Code-Part 1 * AWS CDK and IoT Core for Migrating IoT-Based Data to AWS * AWS CDK Project for Building Real-Time IoT Infrastructure * Migration of MySQL Databases to Cloud AWS using AWS DMS * Build an ETL Pipeline on EMR using AWS CDK and Power BI * COVID-19 Data Analysis Project using Python and AWS Stack * dbt Snowflake Project to Master dbt Fundamentals in Snowflake * Build a Streaming Pipeline with DBT, Snowflake and Kinesis * Python and MongoDB Project for Beginners with Source Code-Part 2 * Build an Incremental ETL Pipeline with AWS CDK * Credit Card Default Prediction using Machine learning techniques * Ensemble Machine Learning Project - All State Insurance Claims Severity Prediction * Credit Card Fraud Detection as a Classification Problem * Loan Eligibility Prediction in Python using H2O.ai * Census Income Data Set Project-Predict Adult Census Income * Loan Eligibility Prediction using Gradient Boosting Classifier * Build Classification Algorithms for Digital Transformation[Banking] * Build an optimal End-to-End MLOps Pipeline and Deploy on GCP * Loan Eligibility Prediction Project using Machine learning on GCP * Isolation Forest Model and LOF for Anomaly Detection in Python * AWS MLOps Project to Deploy a Classification Model [Banking] * Build Portfolio Optimization Machine Learning Models in R * Build Deep Autoencoders Model for Anomaly Detection in Python * Predictive Analytics Project for Working Capital Optimization * Time Series Analysis Project in R on Stock Market forecasting * Insurance Pricing Forecast Using XGBoost Regressor * Expedia Hotel Recommendations Data Science Project * German Credit Dataset Analysis to Classify Loan Applications * Credit Card Anomaly Detection using Autoencoders * Walmart Sales Forecasting Data Science Project * Machine Learning Project to Forecast Rossmann Store Sales * Avocado Machine Learning Project Python for Price Prediction * Ecommerce product reviews - Pairwise ranking and sentiment analysis * Machine Learning project for Retail Price Optimization * Customer Churn Prediction Analysis using Ensemble Techniques * Customer Market Basket Analysis using Apriori and Fpgrowth algorithms * Time Series Python Project using Greykite and Neural Prophet * Create Your First Chatbot with RASA NLU Model and Python * Build a Multi Touch Attribution Machine Learning Model in Python * Recommender System Machine Learning Project for Beginners-1 * Recommender System Machine Learning Project for Beginners-2 * Deploying Machine Learning Models with Flask for Beginners * ML Model Deployment on AWS for Customer Churn Prediction * Recommender System Machine Learning Project for Beginners-3 * Build a Graph Based Recommendation System in Python -Part 1 * Recommender System Machine Learning Project for Beginners-4 * Build a Review Classification Model using Gated Recurrent Unit * Build a Hybrid Recommender System in Python using LightFM * PyTorch Project to Build a LSTM Text Classification Model * Build a Graph Based Recommendation System in Python-Part 2 * PyCaret Project to Build and Deploy an ML App using Streamlit * Build Customer Propensity to Purchase Model in Python * BigMart Sales Prediction ML Project in Python * Inventory Demand Forecasting using Machine Learning in R * Identifying Product Bundles from Sales Data Using R Language * Machine learning for Retail Price Recommendation with R * Data Science Project - Instacart Market Basket Analysis * Build a Music Recommendation Algorithm using KKBox's Dataset * Topic modelling using Kmeans clustering to group customer reviews * Locality Sensitive Hashing Python Code for Look-Alike Modelling * Forecasting Business KPI's with Tensorflow and Python * MLOps AWS Project on Topic Modeling using Gunicorn Flask * Build a Logistic Regression Model in Python from Scratch * End-to-End Speech Emotion Recognition Project using ANN * Linear Regression Model Project in Python for Beginners Part 1 * Build a Customer Churn Prediction Model using Decision Trees * Build Regression (Linear,Ridge,Lasso) Models in NumPy Python * Build a Churn Prediction Model using Ensemble Learning * Learn How to Build PyTorch Neural Networks from Scratch * Learn Hyperparameter Tuning for Neural Networks with PyTorch * Learn How to Build a Linear Regression Model in PyTorch * Learn How to Build a Logistic Regression Model in PyTorch * Build a CNN Model with PyTorch for Image Classification * Linear Regression Model Project in Python for Beginners Part 2 * Learn to Build a Polynomial Regression Model from Scratch * MLOps Project to Build Search Relevancy Algorithm with SBERT * NLP and Deep Learning For Fake News Classification in Python * Data Science Project-TalkingData AdTracking Fraud Detection * Predict Churn for a Telecom company using Logistic Regression * FEAST Feature Store Example for Scaling Machine Learning * Time Series Forecasting Project-Building ARIMA Model in Python * Time Series Project to Build a Multiple Linear Regression Model * GCP MLOps Project to Deploy ARIMA Model using uWSGI Flask * Build a Multi ClassText Classification Model using Naive Bayes * Skip Gram Model Python Implementation for Word Embeddings * Build Time Series Models for Gaussian Processes in Python * Build ARCH and GARCH Models in Time Series using Python * AWS MLOps Project to Deploy Multiple Linear Regression Model * AWS MLOps Project for Gaussian Process Time Series Modeling * AWS MLOps Project for ARCH and GARCH Time Series Models * Deep Learning Project for Time Series Forecasting in Python * Azure Deep Learning-Deploy RNN CNN models for TimeSeries * Time Series Analysis with Facebook Prophet Python and Cesium * Build Multi Class Text Classification Models with RNN and LSTM * Build a Text Classification Model with Attention Mechanism NLP * NLP Project for Multi Class Text Classification using BERT Model * Churn Prediction in Telecom using Machine Learning in R * + 18 more projects View All Projects You might like these too Latest from Project Pro Data Science Data Science Projects in Python MLOps Project to Build Search Relevancy Algorithm with SBERT View Data Science Projects in Python Big Data Google Cloud Projects GCP Build an ETL Pipeline for Financial Data Analytics on GCP-IaC View Google Cloud Projects GCP Big Data PySpark Projects Build an ETL Pipeline for Financial Data Analytics on GCP-IaC View PySpark Projects Data Science Machine Learning Projects in Python Langchain Project for Customer Support App in Python View Machine Learning Projects in Python Big Data AWS Projects Build a Streaming Pipeline with DBT, Snowflake and Kinesis View AWS Projects Data Science Data Science Projects in Python Stock Price Prediction Project using LSTM and RNN View Data Science Projects in Python Stay updated with Blogs Learning Artificial Intelligence with Python as a Beginner Explore the world of AI with Python through our blog, from basics to hands-on projects, making learning an exciting journey. 30+ NumPy Interview Questions and Answers for Data Analysts Prepare for success in data analyst interviews with our curated list of 30+ NumPy Interview Questions and Answers. | ProjectPro 7 Popular Azure ETL Tools for Data Engineers in 2024 Explore the top seven Azure ETL tools reshaping the landscape in 2024. 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As a new data science learner, you can just follow these projects to master the important techniques quickly. It is really helpful for both my research and job searching. Hope you can come and join ProjectPro to win a great future for yourself. Jingwei Li Graduate Research assistance at Stony Brook University I am the Director of Data Analytics with over 10+ years of IT experience. I have a background in SQL, Python, and Big Data working with Accenture, IBM, and Infosys. I am looking to enhance my skills in Data Engineering/Science and hoping to find real-world projects fortunately, I came across Project Pro. Project Pro helped me by providing an in-depth explanation of the end-to-end real-world data engineering projects. From data extraction, transformation, and storage up to data visualization. I learned more about Kafka, AWS, NI-FI, and Spark. Thru the help of the knowledge I gained from Project Pro, I was able to do well in the coding exams, interview and helped me land a job at EY. I will recommend every aspiring data professional as well as existing data science/engineer expert to try Project Pro to enhance their knowledge. Ed Godalle Director Data Analytics at EY / EY Tech Having worked in the field of Data Science, I wanted to explore how I can implement projects in other domains, So I thought of connecting with ProjectPro. A project that helped me absorb this topic was "Credit Risk Modelling". To understand other domains, it is important to wear a thinking cap and that's where ProjectPro helped me. I also got a chance to talk to experts who have worked on these domains - they helped me by walking through the project. Kudos to the ProjectPro team! Gautam Vermani Data Consultant at Confidential I come from Northwestern University, which is ranked 9th in the US. 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