ML Fundamentals

Neural Networks from Scratch - P.1 Intro and Neuron Code

Python Tutorial: Class distribution

Pytorch Quick Tip: Using a Learning Rate Scheduler

Computer Vision is Not Perfect

How Should You Explain Your Data Science Projects To Recruiters?- Must Watch For Everyone

10K Subscribers: Approaching (almost) Any Machine Learning Problem and Talk Show

Optimization - Lecture 3 - CS50's Introduction to Artificial Intelligence with Python 2020

Uncertainty - Lecture 2 - CS50's Introduction to Artificial Intelligence with Python 2020

Pytorch Quick Tip: Weight Initialization

3 key parts to Machine Learning monitoring

Auto retrain ML models is not the question

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

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?

Taming Kerberos - Computerphile

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

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

Knowledge - Lecture 1 - CS50's Introduction to Artificial Intelligence with Python 2020

Learning - Lecture 4 - CS50's Introduction to Artificial Intelligence with Python 2020

Neural Networks - Lecture 5 - CS50's Introduction to Artificial Intelligence with Python 2020

Developing a Machine Learning Feature Store

Evolution of the ML feature store @SurveyMonkey

Doing ML with Personal Information

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

Pytorch Data Augmentation using Torchvision

Pytorch Transfer Learning and Fine Tuning Tutorial

How to build custom Datasets for Images in Pytorch

How to save and load models in Pytorch

My Recording Gears For Data Science Videos

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: Dive into Python

Python Tutorial: Data distributions and transformations

Python Tutorial: Handling missing data