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Max Braun

·Pinned


HANDS-ON TUTORIALS


I MADE AN AI READ WITTGENSTEIN, THEN TOLD IT TO PLAY PHILOSOPHER


WITTGENSTEIN 2022 IS TRUTH, POETRY, AND NONSENSE EX MACHINA


Images are public domain or courtesy of the author

One hundred years ago, a breathtakingly confident Austrian published an
influential and unique work of philosophy. The 1922 edition of Ludwig
Wittgenstein’s Tractatus Logico-Philosophicus is bilingual, with each page of
the new English translation opposite one from the German original. …

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Nicole Janeway Bills

·Pinned


AN INTRODUCTION TO DATA SCIENCE FOR TECHNOLOGY LEADERS


LEVERAGE MACHINE LEARNING CAPABILITIES TO FULFILL YOUR ORGANIZATION’S MISSION
STATEMENT.


Photo by Dana Tentis from Pexels

Increasingly, Data Science is recognized as a key capability for capitalizing on
data as a strategic resource. In this article, we outline how leaders in Data
Management and Information Technology can use Data Science and Machine Learning
to open the door to new opportunities.

Data Science can unlock complex patterns…

Read more · 8 min read




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Rodrigo Fuentes

·Pinned


DATA FOR CHANGE


GARBAGE ROUTE OPTIMIZATION USING COMPUTER VISION OBJECT DETECTION


CO-WRITTEN BY MY 10 YEAR-OLD DAUGHTER, ISABELLA, WHOSE SCIENCE FAIR PROJECT
TURNED INTO HER FIRST, HANDS-ON MACHINE LEARNING PROJECT

The following is an edited version of my daughter’s final report for her fifth
grade science fair. We worked on this together, a few weekends at a time, for
two months. …

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Xichu Zhang

·Pinned


BAYESIAN METHOD (1)


THE PRIOR DISTRIBUTION


Fig 0.1 Beta distribution with various parameters. (Image by author)

It is easy to find a huge amount of good articles on the introduction of
Bayesian statistics. However, most of them introduce only what Bayesian
statistics is and how does Bayesian inference work and not many mathematical
details are involved. …

Read more · 10 min read




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TDS Editors

·Pinned


WE’RE HIRING!


TDS IS LOOKING FOR A CANADA-BASED SENIOR EDITOR. MAYBE THAT’S YOU?

In just a few short years, TDS has grown into a leading publication in the data
science, machine learning, and AI fields, with a thriving community of over 600k
followers here on Medium, millions of monthly readers, and a network of
top-notch contributors whose work we’re proud to publish.

We’re…

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Christopher Tao

·6 hours ago


Image by Andrzej Rembowski from Pixabay


TOP 30 GITHUB PYTHON PROJECTS AT THE BEGINNING OF 2022


REPOSITORIES WITH THE MOST STARS

Happy new year 2022! As the first post in the new year, I am very curious about
what was the most popular Python projects so far. GitHub is definitely the best
suitable place to have these statistics. …

Read more · 11 min read




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Robert Lange

·6 hours ago


FOUR DEEP LEARNING PAPERS TO READ IN JANUARY 2022


FROM BOOTSTRAPPED META-LEARNING TO TIME SERIES FORECASTING WITH DEEP LEARNING,
THE RELATIONSHIP BETWEEN EXTRAPOLATION & GENERALIZATION AND EXPLORING DIVERSE
OPTIMA WITH RIDGE RIDER




Welcome to the January edition of the ‚Machine-Learning-Collage‘ series, where I
provide an overview of the different Deep Learning research streams. So what is
a ML collage? Simply put, I draft one-slide visual summaries of one of my
favourite recent papers. Every single week. At the end of the…

Read more · 7 min read




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Anne Bode

·8 hours ago


NYT SENTIMENT ANALYSIS WITH TENSORFLOW

Now that we are one year into the Biden Administration, I started to wonder how
positive news coverage was during his first year in office vs. previous
presidents’ first years. To find the answer, I decided to perform sentiment
analysis on NYT article abstracts for each month of the past…

Read more · 5 min read




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Ritvik Kuila

·16 hours ago


MODELING CONSUMER DECISIONS: CONJOINT ANALYSIS


A GUIDE TO CHOICE-BASED CONJOINT ANALYSIS FOR PRODUCT DEVELOPMENT


Photo by Atoms on Unsplash

People spend a lot of time making decisions about some of the products and
services they purchase. In fact, A recent study showed that the average person
spends about 130 hours a year just deciding where to eat. Generally, consumers
make purchase decisions by making trade-offs between the various attributes…

Read more · 6 min read




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Maximilian Faschan

·1 day ago


WHAT IF DATA BECAME EVERYBODY’S BUSINESS?


A NEW MINDSET TO SUCCEED IN THE DATA ECONOMY OF TOMORROW


Photo by Marvin Meyer on Unsplash

Are you as shocked as I am when reading the statistic below?


A STAGGERING SHARE OF 97% DATA CURRENTLY SITS UNUSED IN ORGANISATIONS.

Indeed, not all data is meant for analysis. Companies pool data for record
keeping and regulatory compliance. But 97%, really?! [1]. …

Read more · 6 min read




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