My Thought Experiments

AI-for-Everyone

AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone – especially your non-technical colleagues – to take.

docker-templates

dsa_go

Data Structures and Algorithms (Golang)

dsa_js

Data Structures and Algorithms (JavaScript)

dsa_py

Data Structures and Algorithms (Python)

explore-tensorflow

A collection of documents and programs to learn about Data Science and ML using TensorFlow.

llm

ml-tools

A collections of documents and practice examples on ML tools like pandas, numpy etc. on datasets.

mysite

My personal website source code https://snowyowl.gatsbyjs.io/

theory

my-thought-experiments/theory

my-thought-experiments/dsa_js

Data Structures and Algorithms (JavaScript)

my-thought-experiments/dsa_py

Data Structures and Algorithms (Python)

my-thought-experiments/explore-tensorflow

A collection of documents and programs to learn about Data Science and ML using TensorFlow.

my-thought-experiments/topics

my-thought-experiments/AI-for-Everyone

AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone – especially your non-technical colleagues – to take.

my-thought-experiments/docker-templates

my-thought-experiments/dsa_go

Data Structures and Algorithms (Golang)

my-thought-experiments/exp-models

my-thought-experiments/explore-onnx

my-thought-experiments/LangChain-for-LLM-Application-Development

In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.

my-thought-experiments/llm

my-thought-experiments/mysite

My personal website source code https://snowyowl.gatsbyjs.io/

my-thought-experiments/nanites

My pet bot to manage my open source projects

my-thought-experiments/rt-py

My repository template for AI projects and learnings

my-thought-experiments/AI-for-Good-Specialization

Learn AI's role in addressing complex challenges. Build skills combining human and machine intelligence for positive real-world impact using AI

my-thought-experiments/Building-Systems-with-the-ChatGPT-API

In Building Systems With The ChatGPT API, you will learn how to automate complex workflows using chain calls to a large language model.

my-thought-experiments/ChatGPT-Prompt-Engineering-for-Developers

In ChatGPT Prompt Engineering for Developers, you will learn how to use a large language model (LLM) to quickly build new and powerful applications.

my-thought-experiments/Evaluating-and-Debugging-Generative-AI

Machine learning and AI projects require managing diverse data sources, vast data volumes, model and parameter development, and conducting numerous test and evaluation experiments. Overseeing and tracking these aspects of a program can quickly become an overwhelming task.

my-thought-experiments/explore-nlp

my-thought-experiments/explore-supervised-learning

A collection of documents and programs to learn about supervised learning

my-thought-experiments/explore-tensorflow-quantum

my-thought-experiments/Generative-AI-with-LLMs

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

my-thought-experiments/jupyter-optuna

Extension to onboard Optuna on Jupyter notebook/lab

my-thought-experiments/LangChain-Chat-with-Your-Data

Start building practical applications that allow you to interact with data using LangChain and LLMs.

my-thought-experiments/Mathematics-for-Machine-Learning-and-Data-Science-Specialization

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.

my-thought-experiments/medium

my-thought-experiments/mlg

List of examples on ML in general

my-thought-experiments/research

A collection of documents and programs to learn about research in Data Science and AI, ML, & DL fields.

my-thought-experiments/vscode-src