Artificial Intelligence
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Data Science with Python

Learn the fundamentals of AI, machine learning algorithms, neural networks, and how to apply AI solutions to real-world problems.

schedule12 weeks
signal_cellular_altbeginner

Created by Dr. Alan Turing, Dr. Ada Lovelace

Data Science with Python

What You'll Learn

  1. check_circleUnderstand AI fundamentals and concepts
  2. check_circleBuild and train neural networks
  3. check_circleImplement machine learning algorithms
  4. check_circleCreate computer vision applications
  5. check_circleDevelop natural language processing systems
  6. check_circleDesign reinforcement learning agents
  7. check_circleDeploy AI models to production
  8. check_circleEthical considerations in AI development

Course Description

This comprehensive course takes you from AI fundamentals to advanced techniques used in modern artificial intelligence systems. Whether you're a beginner or have some experience with programming, this course will provide you with the skills needed to understand and implement AI solutions.

You'll start with the basics of machine learning and gradually progress to advanced topics like deep learning, natural language processing, and reinforcement learning. Through hands-on projects and real-world examples, you'll gain practical experience that will prepare you for a career in AI.

By the end of this course, you'll have built your own AI applications and have a portfolio of projects to showcase your skills to potential employers or clients.

By the end of this cour

Course Content

Module 1: Introduction to Data Science and Python Basics

1 lectures • 2 h

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  • play_circle_outlineIntroduction to Data Science and Python Basics

Module 2: Data Analysis and Visualization

1 lectures • 2 h

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  • play_circle_outlineData Analysis and Visualization

Module 3: Machine Learning with Python

1 lectures • 2 h

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  • play_circle_outlineMachine Learning with Python

This course includes:

  1. videocam35 hours of on-demand video
  2. article25 articles and resources
  3. terminal15 coding exercises
  4. terminalDownloadable source code
  5. phone_androidMobile and TV access
  6. workspace_premiumCertificate of completion

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