10 Best TensorFlow Books & ML Training Plan for Beginners (Exclusive Guide)

Intro: Deep Learning & A.I. Technology

Tensorflow ToolsAs a follow-up to my book review – Rise of the Robots by Martin Ford, I’m not going to waste any time reiterating my call to action:

Students, Software Developers, and DevOps Engineers should check out the fantastic work going on in the world of AI and machine learning.

And here’s why…

Because what you’ll discover about Deep Learning Framework is mind-blowing!

In fact, I’m more charged-up about deep learning than ever before because machine learning technologies are trending and need smart people to build and support them. [Hint! Hint!]

And that’s why in this Introduction To Deep Learning Guide, we’re going to show beginners how you can get started with Google’s free deep learning software, i.e., TensorFlow Tools.

Are you or someone you know tired of the same old job? Then this NEW opportunity is for you!

What to expect in this guide:

Before we’re done, I’m going to equip you with TensorFlow learning information, real examples of deep learning, and resources to start training that’ll level-up your Dev skills.

7 key takeaways you’re going to discover in this introduction to deep learning.

  1. You’ll Be First to the Game – Who needs to take this opportunity seriously and why you shouldn’t waste any more time.
  2. Fill an Emerging Demand – Everyday examples where learning algorithms are used that you may not know about.
  3. Choice of Opportunities – The growing machine learning job market with a list of jobs currently available, and an example of a fantastic opportunity.
  4. Leverage New Tech – Three deep learning framework tools for you to examine as you research for yourself.
  5. Get Easy Access – Where to download TensorFlow to get started on your journey in machine learning.
  6. Take the Best Training – Where to quickly get TensorFlow training to help ramp up your TensorFlow coding skills in no time.
  7. Study the Best Books – Machine learning and TensorFlow Books for Beginners.

Make sure you take good notes and bookmark this guide for later…

Before we begin, picture this:

Alternative To TensorflowThe other day I was going through my daily routine of reading tech news, and I stumbled upon an article on The Verge that fired up my interest again in machine learning, Google’s latest platform play is artificial intelligence, and it’s already winning.

Boom, my head exploded!

I think it’s awesome Google provided free deep learning software tools for anyone who wants to dive into learning AI coding!

But what’s more important than free software is these are the same tools Google’s been using for a while. And according to The Verge – since 2015 these tools have been available in open-source. Hmm… 2015 was when Martin Ford releases his book – Rise of the Robots!

Let’s get down to business…

Understanding Machine Learning

#1 – Why you should take this TensorFlow learning opportunity seriously.

Keynote (TensorFlow Dev Summit 2017)

Is this opportunity for you?

Well, that depends on whether you’re a hustler.

What I mean is will you take action and get going or will you keep analyzing and reviewing for 10 more days, or 10 more months, before you finally make up your mind to give it a try!

Look:

I’ve been around Tech for decades, and I’ve watched what happens during the software development lifecycle.

Do you know most developers exist spending 8 – 10 hours a day writing pieces of code alone in a 6’ x 6’ cubicle? There’s no romance in that…

And I’ll be 100% honest with you; I’m not going to try to convince anyone to take action if they’re not ready.

Yup, from here forward I’m only talking to those readers ready to take immediate action and do something productive with this information.

Now:

In a minute I’ll share the link to where you can download TensorFlow, read the documentation, watch tutorials, etc.

And for the Docker crowd, I’m also going to share the link so you can pull down a Docker version of TensorFlow to run it in containers.

Then you’ll get a link to where you can get your first lessons on developing with TensorFlow. That’s correct; I’ll share where you can get online TensorFlow training.

If you’re hungry for excitement and want an exciting career, follow me to takeaway #2 because we’re about to get real serious about AI…

TensorFlow Example:

Tensorflow Example

[ Image Source ]

Here’s a link to the associated Stanford lecture: How to manage your experiments in TensorFlow.

#2 – Everyday deep learning example where algorithms are used.

Google examples of machine learning algorithms.

  • Google Search – That’s no surprise, right?
  • Google Translate – If my understanding is correct, TensorFlow was used to create the algorithms that can read and translate languages on Google Translate.
  • Google Maps – And deep learning image recognition can scan a photo of a landmark like the Statue of Liberty and then using Google Maps give you the GPS coordinates.

Now that’s powerful coding!

I never connected these dots before, but if you look around there are more examples of deep learning frameworks all around us: face recognition at airports, traffic management in your city, and crunching data for elections…

My ears are ringing from imagining all the cool services yet to be created that will use TensorFlow coupled with other machine learning tools.

Hang on because in takeaway #3 you’re going to see why you don’t want to wait another day to start developing your coding skills with a deep learning framework, the tools are available now for you to dive right in and be at the forefront of AI technology advances.

Watch this machine learning tutorial…

Deep Learning Tutorial

Deep learning software is amazing…

I know developing code using deep learning software or coding machine learning algorithms isn’t for everyone, but look – if you’re just beginning your studies as a college student and still unsure what direction to go, or you’re looking for a new career to transition to, then I recommend you think seriously about developing your coding skills using TensorFlow and other similar coding tools.

As a software developer or student, understanding how deep learning frameworks are used should be a key focus for you.

If you’re already going to spend your time and money taking coding classes then shouldn’t you learn skills that move you towards a future career by learning to code algorithms?

And just to be consistent with my views on learning, don’t just settle for the basics, become the best in your class, and master multiple deep learning frameworks, so you become indispensable.

#3 – The growing machine learning job market.

Martin Ford opened my mind to the future, but Google is opening opportunities and giving anyone the tools which will put in the time and effort to learn TensorFlow and TensorFlow Lite.

Let’s take a peek at the job market for developers with TensorFlow coding skills.

Just entering “TensorFlow” in the search box, page one of 14 has jobs for:

  • Search Engineer
  • Data Scientist Senior – Machine Vision
  • Data Scientist
  • Software Engineer – Deep Learning/Machine Learning
  • Data Scientist
  • Machine Learning Software Engineer
  • Software Engineer, Ad Ranking Platform
  • Deep Learning Engineer
  • Senior Manager, Generative Dialogue
  • Machine Learning Scientist
  • Data Science Intern
  • Research Analyst
  • Autopilot Internship (Fall 2017)
  • Machine Learning Applied Research Engineer – Intern
  • Deep Learning Engineer
  • Director, Deep Learning
  • Computer Vision Staff Engineer
  • Senior Deep Learning Engineer
  • Director, Natural Language Processing
  • Senior Deep Learning Engineer

The job that caught my attention was the “Autopilot Internship” so I decided to click the link and OMG!

Look where it is – Tesla Motors…

Tensorflow Training

I told you takeaway #3 would amaze you, and #4 is good too!

Do you see now why I’m challenging you to take action? This job at Tesla could be yours if you were ready! Tesla Motors, not Gotcha Garage! 🙂

My guess is this internship job at Tesla Motors will go to a smart person in their twenties who is a hustler and paid the price to skill-up…

#4 – Deep Learning Framework Tools for you to examine.

Here’s a list of 3 deep learning framework tools that you can add to your toolchain.

Add these alternatives to TensorFlow machine learning tools to your plan.

#5 – TensorFlow Tools

Deep Learning Frame Work

What you’ll find below are links to TensorFlow download resources…

TensorFlow Open-Source Software Library – The TensorFlow Open-Source Software Library is loaded with machine learning library documentation, examples, and tutorials to get you started.

Download TensorFlow tools & TensorFlow Lite and begin discovering.

TensorFlow Public Repository on Docker – If you’re up-to-it and have the grit, the TensorFlow Public Repository on Docker is where you can pull down TensorFlow and install it using Docker.

Here’s the official TensorFlow page on Docker with step-by-step instructions to pull down the image and get you started.

TensorFlow Open-Source Software Library on Github – TensorFlow/TensorFlow.

The TensorFlow website is full of resources that will help you develop your knowledge and skills; a deep learning library, machine learning tutorials, and machine learning basics are only a few topics you’ll find there.

Before you start downloading software or spinning up containers, lets finish takeaway #6 and #7…

#6 – Where to get TensorFlow training?

Tensorflow Training CourseAlright, now we’ve come to the point where the rubber meets the road and hustlers get down to business.

After I read the Verge article about machine learning, I couldn’t get the idea out of my head about all the opportunities just sitting there waiting for people to develop them.

And now after reading a job listing, what would be more exciting than working for Elon Musk at Tesla Motors and helping innovate autopilot for auto-driving cars, or possibly, SpaceX?

Are you feeling my excitement? Boom, my head exploded again…

Best TensorFlow Training

Best Tensorflow Training

I wanted to find out what it takes to learn TensorFlow, so I jumped on Chrome and went to my favorite online learning website, you guessed it – Udemy.

Within minutes I added 3 highly rated TensorFlow training courses to my cart.

  1. Machine Learning with TensorFlow
  2. Building Machine Learning Systems with TensorFlow
  3. Learning Path: TensorFlow: The Road to TensorFlow-2nd Edition

Each training course has several sample videos to watch, click here to view these courses yourself…

I’m sure there are a lot of places where you can find deep learning framework training, but for me, I prefer Udemy because most of the courses are created by people with hands-on experience vs professional trainers with little or no practical experience.

Another new resource for big data and deep learning is Woz U Academy.

#7 – Best TensorFlow Books for Beginners…

Tensorflow BooksI haven’t had time yet to read any of the Best TensorFlow Books available on Amazon, so I’m only going off the reviews other readers have posted.

First off, what caught my attention while reviewing all the machine learning book reviews on Amazon is there aren’t many books about TensorFlow. Hmm…

And second, I also noticed most of the books didn’t have very many reviews so it isn’t easy to determine which are the best TensorFlow books.

And then it hit me!

These are good indicators of an emerging technology that hasn’t been saturated yet! Hence, it supports my call to action…

The Best TensorFlow book appears to be:

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems by Aurélien Géron. Click here to view.

Machine Learning Books

Next on the book list:

TensorFlow For Machine Intelligence: A Hands-on Introduction to Learning Algorithms by Sam Abrahams, Danijar Hafner, Erik Erwitt & Ariel Scarpinelli. Click here to view.

Amazon has more machine learning books for beginners, but these TensorFlow books seem to be the best books on machine learning with the most active reviews.

Go ahead and take a few minutes to review all the deep learning software books available…

10 Best Selling TensorFlow Books (updated daily)

#1 Best Choice
#2 Best Choice
Deep Learning With Tensorflow And Keras: Build And Deploy Supervised, Unsupervised, Deep, And Reinforcement Learning Models, 3Rd Edition
Deep Learning with TensorFlow and Keras: Build and deploy supervised, unsupervised, deep, and reinforcement learning models, 3rd Edition
Kapoor, Amita (Author); English (Publication Language); 698 Pages - 10/06/2022 (Publication Date) - Packt Publishing (Publisher)
$49.99 $37.81 Amazon Prime
#3 Best Choice
Hands-On Machine Learning With Scikit-Learn, Keras, And Tensorflow: Concepts, Tools, And Techniques To Build Intelligent Systems
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Géron, Aurélien (Author); English (Publication Language); 856 Pages - 10/15/2019 (Publication Date) - O'Reilly Media (Publisher)
$74.99 $66.99 Amazon Prime
#4 Best Choice
Tensorflow For Dummies
TensorFlow For Dummies
Scarpino, Matthew (Author); English (Publication Language); 368 Pages - 04/03/2018 (Publication Date) - For Dummies (Publisher)
$34.99 $5.55
#5 Best Choice
Generative Ai With Python And Tensorflow 2: Create Images, Text, And Music With Vaes, Gans, Lstms, Transformer Models
Generative AI with Python and TensorFlow 2: Create images, text, and music with VAEs, GANs, LSTMs, Transformer models
Babcock, Joseph (Author); English (Publication Language); 488 Pages - 04/30/2021 (Publication Date) - Packt Publishing (Publisher)
$43.99 $31.90 Amazon Prime
#6 Best Choice
Learning Tensorflow.js: Powerful Machine Learning In Javascript
Learning TensorFlow.js: Powerful Machine Learning in JavaScript
Laborde, Gant (Author); English (Publication Language); 338 Pages - 06/15/2021 (Publication Date) - O'Reilly Media (Publisher)
$55.99 $27.89 Amazon Prime
#7 Best Choice
Tensorflow 2 Pocket Reference: Building And Deploying Machine Learning Models
TensorFlow 2 Pocket Reference: Building and Deploying Machine Learning Models
Tung, KC (Author); English (Publication Language); 253 Pages - 08/24/2021 (Publication Date) - O'Reilly Media (Publisher)
$29.99 $17.79 Amazon Prime
#8 Best Choice
Tinyml: Machine Learning With Tensorflow Lite On Arduino And Ultra-Low-Power Microcontrollers
TinyML: Machine Learning with TensorFlow Lite on Arduino and Ultra-Low-Power Microcontrollers
Warden, Pete (Author); English (Publication Language); 501 Pages - 01/21/2020 (Publication Date) - O'Reilly Media (Publisher)
$49.99 $31.99 Amazon Prime
#9 Best Choice
Python Machine Learning: Machine Learning And Deep Learning With Python, Scikit-Learn, And Tensorflow 2, 3Rd Edition
Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition
Raschka, Sebastian (Author); English (Publication Language); 772 Pages - 12/12/2019 (Publication Date) - Packt Publishing (Publisher)
$54.99 $51.99 Amazon Prime
#10 Best Choice
Tensorflow In Action
TensorFlow in Action
Ganegedara, Thushan (Author); English (Publication Language); 680 Pages - 10/18/2022 (Publication Date) - Manning (Publisher)
$69.99 $47.60 Amazon Prime

Turning The Takeaways Into An Action Plan

In these 7 takeaways we’ve reviewed machine learning to give you a basic understanding of machine learning and why now is a great time to create an action plan for your career as a deep learning framework developer, specifically focusing on Google TensorFlow tools.

If you still lack motivation, go ahead and take another look at the huge opportunity I posted above for an “Autopilot Internship” with Tesla Motors.

Then we identified who should be excited about deep learning framework opportunities: Students, Software Developers, and DevOps Engineers. And why now is the perfect time to take action and ramp up your Dev skills while the AI job market is trending upwards.

And finally, for beginners, we reviewed open-source machine learning tools that are available for immediate download, as well as several TensorFlow training courses, and then we wrapped up with the best books on machine learning.

Now it’s up to you to take this guide and create your action plan, especially if you’re stuck in a career rut

What’s Next for Google TensorFlow?

I have a feeling we’ve only seen the beginning of Google TensorFlow and the cool stuff is yet to come that will soon emerge on Android and across every technology that uses deep learning…Maybe someone who reads this TensorFlow for beginner’s guide will create the next big AI app?

That’s right:

We can all wait and see what deep learning algorithms Google, Tesla, Facebook and Amazon come up with, or we can decide to join the journey.

Now do it!

Take action now and start learning TensorFlow tools. You may also want to see this related guide about DevOps training.

Please share this guide and don’t forget to bookmark this page so you can read it again later…Thanks!

VMinstall.com is a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to Amazon.com, Amazon.co.uk, Amazon.ca, and other Amazon stores worldwide. *Best Sellers last updated on 2024-02-26 at 06:01.

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