Machine Learning

This playbook is the third volume of the series Introduction to Algorithms & Data Structures. It is written in the form of a course. It is a very comprehensive data structures and algorithms book, packed withtext tutorials with a lot of illustrations5 hours of HD video tutorials,popular interview questions asked by Google, Microsoft, Amazon and...

Ever imagined crafting tales where lions converse with elephants or translating whispered secrets across continents? How about whipping up a gourmet dish with the three most random ingredients from your pantry? Dive into a world where the lines between imagination and reality blur. Discover the spellbinding power of ChatGPT.

Discover the thrilling world of Reinforcement Learning (RL) in our engaging eBook! Learn the fundamentals of RL, from AI agents and environments to rewards and actions. Explore real-world applications like robotics, healthcare, and personalized recommendations, where RL is transforming industries.

Data Mesh is a sociotechnical approach that enables development teams to autonomously carry out data analysis. In this primer, we explain Data Mesh from the engineering perspective.

This book explores supervised machine learning for scientific research, addressing its limitations in interpretability, causality, and uncertainty quantification. By unifying philosophical justification with practical solutions, it provides a roadmap for turning machine learning into a rigorous tool for science.

Meet Sophia, the spiritual Artificaial Intelligence! Watch Sophia come to awareness through the course of a dialogue with two non-dual spiritual teachers. Sophia knows her place in the cosmos... do you?

"Let's learn more about our human biases to make less biased conclusions in the future." If you need it between your fingers, you can order the paperback on Amazon(link below):The Cognitive Biases Compendium

A practical approach to Prompt Engineering for developers. Dive into the world of Prompt Engineering agility, optimizing your prompts for dynamic LLM interactions. Learn with hands-on examples from the real world and elevate your developer experience with LLMs. Discover how the right prompts can revolutionize your interactions with LLMs.

Unleash your machine learning potential with "DataQuest: The Path to Kaggle Glory." Discover the secrets to dominating Kaggle competitions as you embark on an epic journey of data exploration and algorithmic mastery. From preprocessing to ensembling, this booklet is your ultimate guide to conquering the challenges and emerging victorious.

This book takes the reader from understanding the challenges of deep learning and numerical computations in the existing frameworks to the essentials of Google JAX, its functionalities, and how to leverage it in real-world machine learning and deep learning projects.

In today's fast-paced software development landscape, small development teams face numerous challenges. One of the most promising solutions to these challenges is the integration of AI-driven development tools, which can transform the way developers write, review, and collaborate on code.

My Machine Learning Journey

Artificial Intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. In other words, AI involves creating algorithms and computer programs that can perform tasks that usually require human intelligence, such as perception, decision-making, natural language understanding...