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Senior Data Scientist

Published by Pearson

ISBN-13: 9780135439906

  • Pathway

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Product details

  • Quizzes; Credly badging; 365-day course access

Includes

  • The Essential Machine Learning Foundations by Jon Krohn
  • Learn GitHub Copilot by Example by Shaun Wassell
  • AI & ML Foundations by Rob Barton and Jerome Henry
  • Natural Language Processing, 2nd Edition by Bruno Gonçalves

Language: English

Product Information

Learn the skills that will prepare you for a career as a senior data scientist. Discover how to support your company's business development and enterprise strategies by using AI and machine learning to analyze data.

This pathway covers linear algebra theory for machine learning applications, calculus basics, probability theory, statistical modeling, machine learning computer science essentials, GitHub Copilot best practices, integrating AI tools into the development workflow and the potential pitfalls, AI and machine learning foundations, AI algorithms and how to apply them, TensorFlow, Pytorch, Sckitlearn, and Natural Language processing fundamentals.

The Essential Machine Learning Foundations by Jon Krohn

Learn GitHub Copilot by Example by Shaun Wassell

AI & ML Foundations by Rob Barton and Jerome Henry

Natural Language Processing, 2nd Edition by Bruno Gonçalves

Jon Krohn hosts Super Data Science, the data science industry's most listened-to podcast and is the author of the bestselling book, Deep Learning Illustrated. He has been publishing on machine learning in prominent academic journals since 2010.

Shaun Wassell is a lifelong programmer whose goal is to help people build incredible software and solve meaningful problems. He is a popular trainer with Pearson Education and CBT Nuggets. He focuses on Web Development, Programming, and AI.

Rob Barton is a Distinguished Engineer with Cisco and has worked in IT for over 27 years. He is an author and trainer who has published in topics such as Quality of Service (QoS), Wireless Communications, IoT, Generative AI, security, etc.

Jerome Henry is a Distinguished Engineer at Cisco. He has more than 20 years' experience teaching technical courses in more than 15 different countries and 4 different languages, in topics such as Machine Learning and generative AI, IoT, etc.

Bruno Gonçalves is a Head of Data Science working at the intersection of AI, Blockchain Technologies, and Finance. He studies the use of Data Science and Machine Learning to the large-scale study of human behavior and creates various AI training.

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