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Machine Learning Bookcamp
- Build a Portfolio of Real-Life Projects
- Narrated by: Adam Newmark
- Length: 8 hrs and 49 mins
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Machine Learning Bookcamp
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Publisher's summary
Time to flex your machine learning muscles! Take on the carefully designed challenges of the Machine Learning Bookcamp and master essential ML techniques through practical application.
Summary
In Machine Learning Bookcamp, you will:
- Collect and clean data for training models
- Use popular Python tools, including NumPy, Scikit-Learn, and TensorFlow
- Apply ML to complex datasets with images
- Deploy ML models to a production-ready environment
The only way to learn is to practice!
In Machine Learning Bookcamp, you’ll create and deploy Python-based machine learning models for a variety of increasingly challenging projects. Taking you from the basics of machine learning to complex applications such as image analysis, each new project builds on what you’ve learned in previous chapters. You’ll build a portfolio of business-relevant machine learning projects that hiring managers will be excited to see.
About the technology:
Master key machine learning concepts as you build actual projects! Machine learning is what you need for analyzing customer behavior, predicting price trends, evaluating risk, and much more. To master ML, you need great examples, clear explanations, and lots of practice. This book delivers all three!
About the book:
Machine Learning Bookcamp presents realistic, practical machine learning scenarios, along with crystal-clear coverage of key concepts. In it, you’ll complete engaging projects, such as creating a car price predictor using linear regression and deploying a churn prediction service. You’ll go beyond the algorithms and explore important techniques like deploying ML applications on serverless systems and serving models with Kubernetes and Kubeflow. Dig in, get your hands dirty, and have fun building your ML skills!
About the listener:
Python programming skills assumed. No previous ML knowledge is required.
About the author:
Alexey Grigorev is a principal data scientist at OLX Group. He runs DataTalks.
Club, a community of people who love data.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
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2 out of 5 stars
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You don't have to be a psychopath to like this.
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There is no bigger public health story now than the collapse in youth mental health. The numbers are terrifying and dominate our headlines. There has been much debate over how we got here, and what to do next, and bestselling author and social psychologist Jonathan Haidt is at the white-hot center of that discourse. Haidt has spent his career speaking wisdom and truth into the most difficult landscapes—communities polarized by politics and religion, campuses battling culture wars, and now the perfect storm contributing to a public health emergency for Gen Z.
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Good but heavy
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Solene Marchand, the 39-year-old owner of an art gallery in Los Angeles, is reluctant to take her daughter, Isabelle, to meet her favorite boy band. But since her divorce, she's more eager than ever to be close to Isabelle. The last thing Solene expects is to make a connection with one of the members of the world-famous August Moon. But Hayes Campbell is clever, winning, confident, and posh, and the attraction is immediate. That he is all of 20 years old further complicates things. What begins as a series of clandestine trysts quickly evolves into a passionate and genuine relationship.
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The identity comes first: Evie Porter. Once she’s given a name and location by her mysterious boss Mr. Smith, she learns everything there is to know about the town and the people in it. Then the mark: Ryan Sumner. The last piece of the puzzle is the job. Evie isn’t privy to Mr. Smith’s real identity, but she knows this job will be different. Ryan has gotten under her skin, and she’s starting to envision a different sort of life for herself. But Evie can’t make any mistakes—especially after what happened last time.
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What’s The lie?
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5 out of 5 stars
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Loved this book!!!!
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The Way the book is narated is extremely amazing! Narrating Equations and Graphics in English Language! outstanding!
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1 out of 5 stars
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Not useful because there are no chapters :(
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What listeners say about Machine Learning Bookcamp
Average customer ratingsReviews - Please select the tabs below to change the source of reviews.
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- Anonymous
- 01-25-23
Thank you!
My review may be biased.
I'm a slow reader and need this audio to speed up my reading.
The audiobook comes with a PDF file downable on Audible.com, but I still purchased a paper copy of this book to ease my studying. (and the result is great!)
The author is fantastic in producing visual illustrations to simplify math and logic learning.
My background is old school imperative Java/C programming and I benefit from these illustrations to adapt to vectorization programming paradigm.
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