Are you curious about Artificial Intelligence (AI) but haven't been able to wrap your head around it? Do you want to learn Python programming language and apply it to solve real-life problems? The 'Artificial Intelligence for Beginners: Python & AI Basics' course is the perfect place to start. In this comprehensive beginner's course, designed to teach you Python programming and AI fundamentals through engaging, real-world projects, you will gain a strong understanding of the core concepts of AI and Machine Learning.
Course Overview
In this course, you will be taken from scratch to mastering AI principles and Python programming, ensuring a solid foundation for your AI and programming journey. There is no prior programming experience required, so beginners are welcome! The expert guidance and practical approach of the course will help you quickly build your skills and confidence in applying AI to solve real-life problems.
The course includes five main modules:
Module 1 - Understanding AI Fundamentals
You will start with a primer on AI and Machine Learning, its history, and its evolution. You will then learn about supervised and unsupervised learning, and the differences between them. You will also have an understanding of feature engineering, data preprocessing, and data cleaning. After this, you move on to the next module.
Module 2 - Getting Started with Python Programming for AI
In the second module, you will start with Python programming, associated data types, control flow statements, and functions. Later, you will work on manipulating data with NumPy and Pandas, and visualizations with Matplotlib. Towards the end of the module, you will learn object-oriented programming concepts, and the benefits of using classes in Python programming. Finally, you will move on to the third module
Module 3 - Essential AI Algorithms: Regression, Classification, Clustering, and Neural Networks
Module three is an integral part of the course, and you will start with simple algorithms and then move towards more complex ones. It includes linear regression, logistic regression, and k-Nearest Neighbors. After that, you will learn about the decision tree models, clustering, and k-Means. The module ends with Neural Networks, and the concept of Deep Learning.
Module 4 - Python-Based AI Models
With all the knowledge gained from the previous modules, you will learn to build AI models with Python. The module starts with Keras, a popular library in Deep Learning, followed by TensorFlow and OpenCV. You will have real-world examples walk you through the model training, validation, and testing stages.
Module 5 - Developing an Interactive Game That Leverages AI Principles Using Python
The final module will guide you to develop an interactive game using the principles of AI and Python. You will learn to work with Pygame, a reputable Python library, to create engaging games, and work with image and video data.
Course Details
The course has two reviews on top-ranking course review sites with an aggregate rating of 5.0. This demonstrates the course's efficacy and satisfaction of previous students. The projects and tasks in the course are designed to challenge and improve your knowledge and skills. You will receive a certificate of completion upon finishing the course, adding an AI-related skill to your resume. The total length of the course is 12 hours of on-demand video, 3 articles, 19 downloadable resources, and a lifetime access provided by the instructor, providing you ample opportunity to absorb and put into practice the course's content.
Who is this Course for?
The course is designed for anyone who wants to learn Artificial Intelligence principles or wants to apply AI to solve real-life problems. With no prior coding experience required, this course is perfect for beginners. The course is also ideal for professionals looking to add AI-related skills to their resumes.
Why Take the Course?
The 'Artificial Intelligence for Beginners: Python & AI Basics' course is the perfect place to start your AI journey. You will gain an in-depth understanding of AI and Machine Learning, learn Python programming, and apply both to solve real-life problems, all in one course. With the expert guidance and practical approach, you will quickly gain confidence in applying AI to real-life problems.
Join us on this exciting journey to explore the fascinating world of AI, and empower yourself with the knowledge and skills to navigate the future of technology.
