My Thought Experiments's repositories
explore-tensorflow
A collection of documents and programs to learn about Data Science and ML using TensorFlow.
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.
explore-unsupervised-learning
A collection of documents and programs to learn about unsupervised learning
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.
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
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.
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.
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.
explore-reinforcement-learning
A collection of documents and programs to learn about reinforcement learning
explore-supervised-learning
A collection of documents and programs to learn about supervised learning
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.
jupyter-optuna
Extension to onboard Optuna on Jupyter notebook/lab
LangChain-Chat-with-Your-Data
Start building practical applications that allow you to interact with data using LangChain and LLMs.
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.