Chatgpt. Artificial Intelligence & The Rise Of The Machines.

Get up to speed on what all the talk is about so that you can be in the know and possibly use it to your advantage.

What you'll learn

Introduction to the basic concepts and terminology in the field of AI, such as machine learning, computer vision, natural language processing, and robotics.

Practical experience using AI to tackle simple tasks, such as sorting and grouping data to make predictions.

Overview of popular AI tools and libraries, including basic usage and functions.

Development of problem-solving skills through practical examples and exercises designed to apply AI to real-world situations.

Requirements

This program is for beginners. There are no prerequisites; however, this class could qualify as a prerequisite for a higher level class.

Description

This introductory course on artificial intelligence (AI) provides a comprehensive and in-depth understanding of the basics of AI and its associated technologies. The course begins by discussing the definition and workings of AI, including its potential to change our lives in various ways. Students will learn about the different types of machine learning and the fundamental concepts of supervised and unsupervised learning algorithms. The course then delves into the specific algorithms of supervised learning, such as linear regression and decision trees, and unsupervised learning, including clustering and dimensionality reduction; however, no coding is necessary for this beginners course. Throughout the course, students will be exposed to real-world applications of AI and will have the opportunity to work on simple yet effective quizzes to put their newly acquired knowledge to the test. The course is designed to be engaging and interactive, making it accessible to anyone, regardless of prior knowledge or technical background.Whether you are looking to pursue a career in AI or simply want to gain a better understanding of this exciting and rapidly evolving technology, this introductory course is the perfect starting point. With its comprehensive coverage of the fundamentals and learning opportunities, students can expect to gain a solid foundation in AI and be well-prepared to continue their journey in this field.

Overview

Section 1: 101

Lecture 1 Welcome

Lecture 2 Intro to AI

Lecture 3 Machine Learning Fundamentals

Lecture 4 Supervised Learning Algorithms

Lecture 5 UnSupervised Learning Algorithms

Lecture 6 Deep Learning and Neural Networks

Lecture 7 Natural Language Processing

Lecture 8 Computer Vision and Image Processing

Lecture 9 Robotics & Reinforcement Learning

Lecture 10 Ethics & the Impact of AI on Society

Section 2: 102

Lecture 11 Search Algorithms

Lecture 12 Heuristics

Lecture 13 Game Playing Algorithms

Lecture 14 Constraint Satisfaction Problems (CSPs)

Section 3: 103

Lecture 15 First Order Logic

Lecture 16 Rules Based Systems

Lecture 17 Knowledge Representation in AI

Lecture 18 Reasoning in AI

Section 4: 104

Lecture 19 AI in Healthcare

Lecture 20 AI in Finance

Lecture 21 AI in Retail

Lecture 22 AI in Manufacturing

Lecture 23 ChatGPT-3

Section 5: Conclusion

Lecture 24 Takeaways

This course is for people that have a passion for technology and an interest in understanding how it can be used to solve real-world problems. It's also for students that may have a background in computer science or mathematics, or simply an eagerness to learn about cutting-edge technology, as well as individuals that are interested in exploring potential career opportunities in the field of AI.