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Learn SQL from Scratch

Learn SQL from Scratch

This beginner level course helps you learn SQL for effective information management, and teaches you how to view, filter, and modify data with ease.

Data Science Handbook

Data Science Handbook

This course provides a comprehensive overview of data science and some hands-on experience with codes.

Mastering Algorithms for Problem Solving in Python

Mastering Algorithms for Problem Solving in Python

This course is about getting hands-on experience solving algorithms in Python.

Machine Learning Handbook

Machine Learning Handbook

This course offers a thorough initiation into the field of machine learning (ML), a branch of artificial intelligence focussing on creating and analyzing statistical algorithms capable of generalizing and executing tasks autonomously, without requiring explicit programming instructions. The course encompasses fundamental concepts showcasing the use of Python and its key libraries in practical coding examples. It delves into crucial areas, including an exploration of common libraries and tools used in ML tasks and their applications in the real world, including Tesla self-driving cars, OpenAI, ChatGPT, and others. The course also provides insights into various ML types and a comparative analysis between traditional ML approaches and the latest advancements in deep learning. With the completion of this course, you'll emerge with a concise yet comprehensive knowledge of machine learning. It will equip you with the required skills to enhance your machine learning knowledge for data-driven decision-making.