ML Fundamentals

Evolution of the ML feature store @SurveyMonkey

Doing ML with Personal Information

Pytorch Data Augmentation using Torchvision

How to Transition Into Data Science: From Economics to Data Science

Feature Engineering-How to Transform Data to Better Fit The Gaussian Distribution-Data Science

Evaluating Time Series Models : Time Series Talk

Data Science Demystified - An Essential Introduction

Intro to Deep Learning -- L13 Intro to Convolutional Neural Networks (Part 2) 2/2 [Stat453, SS20]

Python Tutorial : When should I use XGBoost?

Pytorch Transfer Learning and Fine Tuning Tutorial

Taming Kerberos - Computerphile

My Recording Gears For Data Science Videos

Intro to Deep Learning -- L13 Intro to Convolutional Neural Networks (Part 2) 1/2 [Stat453, SS20]

AR Model Code Example : Time Series Talk

Paul Polman and Peter Tufano in Conversation [clip]

Rachael Tatman — Conversational AI and Linguistics

Why use GPU with Neural Networks?

Ask a Machine Learning Engineer Anything (live) | April 2020

What is Transfer Learning ? | Deep Learning Basics Explained for Beginners 20

How to learn coding for beginners | Learn coding for free | learn coding from scratch

Python Tutorial: Dive into Python

Advance your career in Data Science with the IBM Data Science Professional Certificate

Oxford Impact Measurement Programme - The Landscape of Impact Measurement for Impact Investing

How Linear Algebra is not like Algebra with Charles Frye

Inside TensorFlow: tf.data + tf.distribute

How do you handle ML version control at SurveyMonkey

Hybrid Data Science Teams @SurveyMonkey

Message buses, Async and sync architecture

ML Services Gateway at SurveyMonkey

ML Platforms - The build vs buy question

How to build custom Datasets for Images in Pytorch

How to save and load models in Pytorch

Pytorch GoogLeNet / InceptionNet implementation from scratch

Why Domain Knowledge Is Important For Data Scientist?

Pytorch LeNet implementation from scratch

Pytorch CNN example (Convolutional Neural Network)

Pytorch Neural Network example

How Do I Learn Complex Topics In Machine Learning And Deep Learning?

Python Tutorial: Data distributions and transformations

Python Tutorial: Handling missing data

Linear Regression Gradient Descent From Scratch in Python

Derivation Linear Regression with Gradient Descent

Testing Machine Learning Models with Eric Schles

VDLS Lavanya Product Walkthrough

Applications of Machine Learning to COVID-19 Research with Isaac Godfried

Intro to Deep Learning -- L12 Intro to Convolutional Neural Networks (Part 1) [Stat453, SS20]

How can we build a more stable and just world after the covid-19 crisis? Paul Polman & Peter Tufano.

What is a RNN ? | Introduction to Recurrent Neural Network FOR EVERYONE 19