AiCore

What are JSON files (in less than 3 minutes)

Saving and Loading Pytorch Models

SQL Setup Demo - PostgreSQL and pgAdmin4 | 7/11/2021

Putting a Local Git Repo on GitHub Correctly

What are Base 64 Encoded Images and why are they used?

Magic Methods in Python

What is `self` in Python?

Creating a PyTorch Dataset from the Classic Diabetes Dataset

Git Clone: Getting Code from a GitHub Repo

Lecture 5: Intro to NLP

Scraping Google Jobs

Softmax Explained

What is programming

Loading Data into Apache Cassandra

Whats is OOP?

Why do we code

Navigating the PyTorch docs

NLP 3: Sequence to Sequence and Attention

Using Custom Datasets in PyTorch

Lecture 7: Transformers

Assertions in Python

What is Data Science?

Lecture 6: Language Modelling

Lecture 1: Essential ML Concepts

What is Data Analytics?

Booleans in Python

What is data engineering?

Lecture 2: Understanding PyTorch

Integrating Pyspark & Cassandra

Coding Your First Class in Python

What is Data Engineering?

Lecture 9: How ChatGPT Works Part 2 - The Reward Model

What is ML Engineering?

Pseudocode and Algorithms

Lecture 3: Neural Networks

Python Lists

Command Line Basics

Exploring Pre-trained Models on PyTorch Hub

Integrating PySpark & AWS S3

Python Numbers: Integers and Floats (Video Tutorial)

Strings in Python

Lecture 10: How ChatGPT Works Part 3 - RLHF

Pandas Dataframes

What are JSON files (in less than 3 minutes)

Lecture 4: Custom Datasets, Pre-Trained Models & Fine-Tuning

How to get started with Github using Git

Lecture 8: How ChatGPT Works Part 1 - Supervised Fine-Tuning

What are YAML files?

Python Dictionaries Tutorial (in less than 10 minutes)

Functions