Programming Foundations: Artificial Intelligence

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Kesha Williams

1:15:44

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01 - Introduction

01 - Introduction to artificial intelligence.mp4

00:56

02 - 1. Exploring the Fundamentals of AI

01 - Uncover AIs past.mp4

03:10

02 - Distinguish types of AI.mp4

03:25

03 - Explore AI applications.mp4

05:15

03 - 2. Laying the Groundwork for AI Programming

01 - Choose your language.mp4

04:08

02 - Discover AI libraries.mp4

04:03

03 - Grasp basic AI concepts.mp4

03:59

04 - 3. Implementing AI Solutions with Python

01 - Set up your AI environment.mp4

03:07

02 - Build your first machine learning model.mp4

07:23

03 - Create a neural network.mp4

05:38

04 - Dive into computer vision.mp4

03:43

05 - Explore generative AI.mp4

05:18

06 - Challenge Build your first machine learning model.mp4

02:33

07 - Solution Build your first machine learning model.mp4

03:44

05 - 4. Evaluating and Interpreting AI Models

01 - Evaluate model performance.mp4

04:37

02 - Address bias and ethics.mp4

03:37

03 - Challenge Evaluate model performance.mp4

00:40

04 - Solution Evaluate model performance.mp4

02:44

06 - 5. Adapting to AI-Driven Programming Paradigms

01 - Embrace an AI-first approach.mp4

03:40

02 - Prepare for the AI future.mp4

02:49

07 - Conclusion

01 - Your AI journey.mp4

01:15

Description

AI is driving innovation and efficiency in the tech industry. As businesses and organizations seek to leverage AI, there's a high demand for skilled professionals who can understand, develop, and ethically implement AI technologies. In this course, award-winning tech innovator and AI/ML leader Kesha Williams helps developers to upskill and merge their existing programming knowledge with AI competencies. Learn about the concept of artificial intelligence and how it revolutionizes traditional programming methodologies. Explore the tools you need to interpret, evaluate, and harness AI technologies effectively. Through Python code examples, get an introduction to the fundamental pillars of AI, including machine learning, neural networks, and computer vision, while addressing ethical considerations for responsible development. By the end of the course, you will be ready to tackle the technological challenges of today and tomorrow with confidence and creativity.

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Artificial Intelligence

Kesha Williams

Instructor's Courses

Kesha Williams is an award-winning technology leader with 26 years of experience in tech. She's passionate about hands-on building and developing the next generation of leaders. Forbes, Amazon Web Services (AWS), and Oracle have applauded her contributions to the technology community. She's recognized, by Amazon, as an AWS Machine Learning Hero, AWS Ambassador, and Alexa Champion. Her expertise in machine learning led her to the TED stage as a winner of TED's Spotlight Presentation Academy, where she trained with the TED Institute. She holds multiple AWS certifications and has leadership training from Harvard Business School. She serves on the Board of Directors for Women in Voice in her spare time. Learn more at http://www.kesha.tech

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.