Machine Learning for Absolute Beginners
Python for Data Science, Book 3
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Narrated by:
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Scott Morgan
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By:
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Oliver Theobald
About this listen
Featured by Tableau as the first of "7 Books About Machine Learning for Beginners."
Ready to spin up a virtual GPU instance and smash through petabytes of data? Want to add "Machine Learning" to your LinkedIn profile?
Well, hold on there.... Before you embark on your journey, there are some high-level theory and statistical principles to weave through first.
But rather than spend $30-$50 USD on a thick textbook, you may want to listen to this book first. As a clear and concise alternative, this book provides a high-level introduction to machine learning, free downloadable code exercises, and video demonstrations.
Machine Learning for Absolute Beginners Third Edition has been written and designed for absolute beginners. This means plain-English explanations and no coding experience required. Where core algorithms are introduced, clear explanations and visual examples are added to make it easy to follow along at home.
New Updated Edition
This new edition features extended chapters with quizzes, free supplementary online video tutorials for coding models in Python, and downloadable resources not included in the Second Edition.
Disclaimer: If you have passed the "beginner" stage in your study of machine learning and are ready to tackle coding and deep learning, you would be well served with a long-format textbook. If, however, you are yet to reach that Lion King moment - as a fully grown Simba looking over the Pride Lands of Africa - then this is the book to gently hoist you up and give a clear lay of the land.
In this step-by-step guide, you will learn:
- How to download free datasets
- What tools and machine learning libraries you need
- Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data
- Preparing data for analysis, including k-fold Validation
- Regression analysis to create trend lines
- k-Means Clustering to find new relationships
- The basics of Neural Networks
- Bias/Variance to improve your machine learning model
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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Great concept, interesting writing.
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How to Write Best-Selling Fiction
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Most people think the way to write a best seller is to have a lot of talent and even more luck. As you will learn, there is a recipe for success, and luck may be the least important ingredient in creating a best seller. No one has cracked the code better than James Scott Bell. A best-selling author himself, and the author of the number-one best seller for writers, Plot & Structure, Mr. Bell has been teaching the principles of best-selling fiction for over 20 years, principles that apply to any genre or style.
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I'm a writer and this course is to blame.
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English Grammar Boot Camp
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Grammar! For many of us, the word triggers memories of finger-wagging schoolteachers, and of wrestling with the ambiguous and complicated rules of using formal language. But what is grammar? In fact, it's the integral basis of how we speak and write. As such, a refined awareness of grammar opens a world of possibilities for both your pleasure in the English language and your skill in using it, in both speech and the written word.
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Spectacular
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Our Magnificent Bastard Tongue
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A survey of the quirks and quandaries of the English language, focusing on our strange and wonderful grammar. Why do we say "I am reading a catalog" instead of "I read a catalog"? Why do we say "do" at all? Is the way we speak a reflection of our cultural values? Delving into these provocative topics and more, Our Magnificent Bastard Tongue distills hundreds of years of fascinating lore into one lively history.
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Great for casual linguists
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Easy Spanish Step-by-Step is designed in such a way that each section builds upon the last to help your brain progressively create lasting and meaningful connections to each new word and grammar concept. Simply by listening and speaking out loud with us, you will naturally progress, step-by-step, toward Spanish communication and fluency.
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Best so far . . .
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This preparedness guide will help you develop a plan to escape the deadly rioting and looting, showing you where you can take your family to keep them safe, even if you can't afford a fully-stocked survival retreat. Jonathan Hollerman's in-depth expertise and recommendations will cover many topics including bug-out bags, SHTF Weapons, tactical gear, survival tools, knives, long-term food storage, livestock, bug-out locations, survival retreat recommendations, and much more.
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Literally a half decent book.
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Did you know that you could have credit scores in the low 600s even if you never missed a bill payment in your life? That's because your payment history is only 35% of your credit score. How to Boost Your Credit Score 100+ Points in 30 Days Without Credit Repair will show credit industry secrets for maximizing the other 65%. The best part is you will see real results in just 30 days.
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Don't waste a credit on this!
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Dark Alliance
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In July 1995, San Jose Mercury-News reporter Gary Webb found the Big One - the blockbuster story every journalist secretly dreams about - without even looking for it. A simple phone call concerning an unexceptional pending drug trial turned into a massive conspiracy involving the Nicaraguan Contra rebels, L.A. and Bay Area crack cocaine dealers, and the Central Intelligence Agency.
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Bigger than You Thought
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No Calculator? No Problem!
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No Calculator? No Problem! Mastering Mental Math , award-winning professor of mathematics and celebrated “mathemagician” Arthur T. Benjamin delivers 10 fun-filled lessons on how to do math in your head with confidence, accuracy, and speed - sometimes faster than a calculator. By the end of Professor Benjamin’s lessons, you’ll be able to add, subtract, multiply, and divide numbers faster than ever before. And with your newfound skills, you’ll soon find yourself amazing other people and, perhaps more important, yourself.
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Excellent but need PDF
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Screenwriting 101: Mastering the Art of Story
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Whether you want to write your own scripts or simply gain a deeper appreciation for the great stories you see unfold on the screen, Professor Angus Fletcher is here to show you the way in Screenwriting 101: Mastering the Art of Story. Professor Fletcher, Professor of English and Film at The Ohio State University, brings both a personal and scholarly perspective to this craft. As a screenwriter himself, he has experienced the ins and outs of the process first-hand.
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Screenwriting 101 - Angus Fletcher
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Learning How to Learn
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Education can be enriching and transformative. It can also be downright excruciating—even demoralizing. When it comes to learning, why are some of us lovers and some of us haters? Welcome to the world of educational psychology, which uses science to explore what causes people to engage and learn, and what we can do to make learning opportunities more enjoyable and impactful. Spoiler alert: Teachers can only do so much. Students, too, must take control of their learning. Unfortunately, many of us never, ahem, learned the skills to do just that.
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Like sitting through a middle school class
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By: Tesia Marshik, and others
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The Alignment Problem
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Required reading for any AI course
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What listeners say about Machine Learning for Absolute Beginners
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- Gilberto
- 02-28-24
Pace
Excellent book for beginners trying to enter the AI world. Interesting case studies and examples.
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- Kay
- 01-05-23
Text read does not match the book
It seems there is a newer version of this book because while the titles are the same the book covers look slightly different and have different texts within the chapters. Unclear why this is.
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