Python for Data Science, AI & Development

Python for Data Science, AI & Development is a comprehensive course designed for individuals who want to learn Python programming language to analyze and manipulate data, build machine learning models, and develop software applications. Python is a popular and versatile programming language used extensively in data science, machine learning, artificial intelligence, and web development. This course is ideal for beginners who have no prior programming experience and want to learn Python from scratch. The course covers fundamental programming concepts such as data types, control structures, functions, and object-oriented programming. The course also dives deep into the world of data science and teaches you how to use Python to manipulate, analyze, and visualize data. You will learn how to use popular data science libraries such as NumPy, Pandas, and Matplotlib to perform data analysis tasks. You will also learn how to use Python to work with databases and perform data mining tasks. The course then moves on to machine learning and artificial intelligence. You will learn how to use Python to build machine learning models using popular libraries such as Scikit-learn and TensorFlow. You will learn how to use supervised and unsupervised learning algorithms to solve real-world problems. You will also learn how to use Python to build and train neural networks, which are the backbone of deep learning and artificial intelligence. Finally, the course teaches you how to use Python for software development. You will learn how to use Python to build web applications using popular frameworks such as Flask and Django. You will also learn how to use Python to build desktop applications using PyQt and PyGTK. Overall, Python for Data Science, AI & Development is a comprehensive course that covers all aspects of Python programming language. By the end of the course, you will have the skills and knowledge necessary to build data-driven software applications, build machine learning models, and perform data analysis tasks. Whether you want to pursue a career in data science, artificial intelligence, or software development, this course is the perfect starting point for your journey. Author: Joseph Santarcangelo (Coursera)