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How Machine Learning Works: understanding the fundamentals

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Many libraries and services treat machine learning like a black box—you just plug in your data and trust that the answer is correct. To really understand machine learning you need to know what’s going on inside the system. How Machine Learning Works is an introduction to core ML techniques and algorithms with a focus on understanding the underlying theory and mathematics. With this invaluable guide, you’ll acquire the competitive edge that comes from knowing what to do and why it works.

If you want to learn more about the book, you can here: https://bit.ly/32nVIHr

Veröffentlicht in: Software
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How Machine Learning Works: understanding the fundamentals

  1. 1. Understanding Machine Learning With How Machine Learning Works. Take 42% off by entering slsamir into the discount code box at checkout at manning.com.
  2. 2. Go inside machine learning To really understand machine learning you need to know what’s going on inside the system. How Machine Learning Works is an introduction to core ML techniques and algorithms with a focus on understanding the underlying theory and mathematics.
  3. 3. From first principles ML drives many features of modern applications, such as tailored product recommendations, social media feeds, forecasting consumer trends, customized therapy for people with developmental challenges, and other world-changing innovations. With this book, you’ll take an in-depth look at the mathematical and theoretical foundations of machine learning!A house pricing chart
  4. 4. By starting with the foundations, you’ll prepare yourself for the challenges that future advances in machine learning will throw at you. By the end of the book, you’ll be able to understand the latest ML research as well as identify and tackle novel ML problems. When the data is ideal…
  5. 5. What people are saying about the book: When other machine learning texts leave you wondering 'what was the theory behind this method and how do I figure out which approach will work best', this text answers those questions in an informative and interesting manner. -Gregory Matuszek A great base for getting started on Machine Learning theory and learning how to use Python tools to create models. -Elias Rengel
  6. 6. Mostafa Samir Abd El-Fattah has a BSc. in Computer Science and is currently working as a Senior Machine Learning Research Engineer at Mawdoo3, with a focus on developing solutions for Arabic Natural Language Processing and Understanding (NLP & NLU). He also blogs about AI and ML at: https://mostafa-samir.github.io. Plotting data related to diabetes Learn from a machine learning expert
  7. 7. Take 42% off How Machine Learning Works by entering slsamir into the discount code box at checkout at manning.com. You can also check out the book on our liveBook browser-based reader here.

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