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Early bird discount
Jun 14


THE DATA SUMMIT

Learn from the top Data Scientists in the world.

By Academy OX
15 followers
Follow


WHEN AND WHERE


DATE AND TIME

Wednesday, June 14 · 5 - 8:30pm UTC


LOCATION

Online


REFUND POLICY

Refunds up to 7 days before event
Eventbrite's fee is nonrefundable.


ABOUT THIS EVENT

 * 3 hours 30 minutes
 * Mobile eTicket

Why attend?

If you're a data scientist looking to improve your skills and knowledge, we
invite you to join us at The Data Summit 2023. This one-day virtual conference
features top experts in the field sharing practical insights on how to create
exceptional data-driven solutions and become an effective data science leader.
Discover how leading-edge companies approach data science challenges and gain
valuable knowledge about their processes, problem-solving strategies, and key
lessons learned.



Schedule

10:00 AM

Grace Tang

Senior Data Scientist

Netflix

Lessons Learned in My First Decade as a Data Scientist

Data science is a relatively young and rapidly-evolving field, and unlike many
other professions, there is no well-trodden path to success. In this talk, I
will share some things I wish I’d known when I started in data science almost
ten years ago, highlighting challenges and lessons I learned along the way, with
a focus on soft skills.



10:30 AM

Tim Eck

Insights Lead

Google

Modeling Media Effectiveness with Lightweight (Bayesian) MMM

Interested in understanding the impact that each media channel has on your KPIs
and how this can help with budget optimisation? Join us to learn how you can use
Marketing Mix Modelling with Google's Bayesian open source library,
LightweightMMM. Taking a Bayesian approach to MMM allows an advertiser to
integrate prior information into modelling and construct hierarchical models,
using breakout dimensions such as geography.

This talk will walk you through the library that allows users to easily train
MMMs and obtain channel attribution information, and includes capabilities for
optimising media allocation as well as plotting common graphs in the field.



11:00 AM

Tanya Tandon

Data Scientist

Google

Storytelling via Data

Storytelling is everything. It's how we learn. It's how we connect. It's how we
ship products. This talk will cover some fundamentals on storytelling via data
and why it is critical for your success in Data Science.



11:30 AM

Amit Bilgi

Data Scientist

Stripe

Out of sample testing for time series data

Time-series data (or any data with an explicit order) violates a core assumption
of many machine learning algorithms and techniques- that the data are
independent and identically distributed or IID. This may result in a variety of
challenges when determining if a model is good, as traditional out-of-sample
testing may result in leaking information to the test set. In this talk, we'll
go over a variety of real-world examples of modeling time-series data and some
best practices for model evaluation.



12:00 PM

Lunch Break



12:30 PM

Mahtab Dhaliwal

Data Scientist

Shopify

Biases in Data Science and best practices on how to handle them

Bias can be introduced in any stage of data processing - from collection to
visualization. As data scientists, we turn data into information. Being able to
identify sources of bias and knowing how to account for that adequately, brings
the resulting insights closer to the source of truth. In this talk, I’ll be
covering bias in sampling, reporting, algorithms, and interpretation - each with
examples, cautionary tales, and statistical methods to mitigate influence of
each bias type.



1:00 PM

Mengying Li

Data Science Leadership

Notion

Amplify Your Impact as a Data Scientist.

A great data scientist is not necessarily the most technical. To be successful,
you must go beyond your technical knowledge and learn to proactively identify
business problems, communicate effectively, collaborate with others, and focus
on outcomes that matter and drive the progress of a project on your own.



“Fantastic event! Hands down the best conference I’ve been to.”

— Anna Sparrow, UNIVERIS



“Informative. Inspiring speakers. Great take aways.”

— Ashley Hamilton, Demac Media



“Great opportunity to get insight into practices at companies.”

— Shehzad Akbar, Architech



“Glad I took the leap and came to this event.”

— Jack Lee, MDDT





Official site: https://thedatasummit.com/




TAGS

 * Online Events
 * Things To Do Online
 * Online Conferences
 * Online Business Conferences
 * #datascience
 * #data_analytics


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ABOUT THE ORGANIZER

Organized by
Academy OX
15 followers
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