best tensorflow courses in 2021 with faded black background

7 Best TensorFlow Courses in 2021 [Learn TensorFlow ASAP]

What is TensorFlow?

TensorFlow is is an open-source artificial intelligence library for machine learning. It enables developers to create and train large-scale neural networks.

TensorFlow was created by the Google Brain team and it enables users to build dataflow graphs and structures that define how data moves.

Should I learn TensorFlow 1 or 2?

TensorFlow 2 has been updated to focus on simple execution and developer productivity.

So while you should learn TensorFlow 2, it’s not a bad idea to start with TensorFlow 1.x. Both TensorFlow 1.x and TensorFlow 2 have unique gems worth learning and holding onto. 💎 And it’s a relatively easy transition from learning 1.x to 2.0.

This post contains affiliate links. I may receive compensation if you buy something. Read my disclosure for more details.

TLDR: Best TensorFlow Courses


🔥 Best Overall 🔥
TensorFlow Developer Certificate in 2021: Zero to Mastery

💥 Best for Newbies 💥
AI in Stock Market Predictions: Learn How to Use TensorFlow and Python: BitDegree

💸 Best Value 💸
Applied Machine Learning: Industry Case Study with TensorFlow: Educative.io

Best TensorFlow Courses: At a Glance

Interactive or video-based learningLevelDurationSupportCertificateCost
Applied Machine Learning: Industry Case Study with TensorFlow: Educative.ioInteractiveIntermediate3 hours$49 per year for the course // $59 per month or $199 per year for all courses and Learning Tracks
TensorFlow Developer Certificate in 2021: Zero to MasteryVideoBeginner50+ hours$39 per month or $279 per year for all courses and Learning Tracks
AI in Stock Market Predictions: Learn How to Use TensorFlow and Python: BitDegreeVideoBeginner5.25 hours$16.65 for the course
Build Deep Learning Models with TensorFlow: CodecademyBothIntermediate6 weeks$39.99 per month or $239.88 per year for all courses and Learning Tracks
Introduction to TensorFlow in R: DataCampBothIntermediate4 hours$25 per month for all courses and Learning Tracks
Getting Started with Tensorflow 2.0: PluralsightVideoBeginner3 hours$29 per month or $299 per year for all courses and Learning Tracks
TensorFlow 2 for Deep Learning Specialization: CourseraVideoIntermediate4 months$49 per month

Best TensorFlow Courses

1. Applied Machine Learning: Industry Case Study with TensorFlow: Educative.io

Coding playgrounds in the course Applied Machine Learning: Industry Case Study with TensorFlow on Educative.io

🚨🚨🚨 You should know Python and TensorFlow before taking Applied Machine Learning: Industry Case Study with TensorFlow.

Educative.io is the only platform in our list of best TensorFlow courses that is exclusively interactive learning-based. That means you’ll do all work within the same browser with their coding playgrounds and challenges.

It’s a fantastic platform for students who love hands-on learning.

TensorFlow Courses: Layout

In Applied Machine Learning: Industry Case Study with TensorFlow, you’ll spend the duration of the course working on an industry-level machine learning project where you’ll predict weekly retail sales. Using the most efficient techniques, you’ll train and evaluate scalable machine learning models. With 4 modules, you’ll examine:

  • preliminary data analysis
  • data processing
  • model predictions

And beyond.

Model evaluation diagram in the course Applied Machine Learning: Industry Case Study with TensorFlow

⛏️ Educative.io is consistently one of our top picks. Find out why in our full Educative review.

Find out what Eric loves about Educative.io:

Educative asp.net courses 5-star review

💰 Cost: $49 per year for the course // $59 per month or $199 per year for all courses and Learning Tracks
⏲️ Duration:
3 hours
📉 Level:
Intermediate
🖥️ Format:
Interactive Video
💪 Support:
Yes
🎖️ Certificate:
Yes


2. TensorFlow Developer Certificate in 2021: Zero to Mastery

Lesson on TensorFlow in the course TensorFlow Developer Certificate in 2021 on Zero to Mastery

Zero to Mastery (ZTM) is a video-based learning platform with a unique concept: The goal is to take an absolute beginner and teach them to be a master in a particular tech discipline. It’s a video-based platform where you’ll do all work on your local machine.

Andrei Neagoie headshot creator of The Complete Web Developer in 2020 Zero to Mastery
Andrei Neagoie

ZTM was founded by the highly-regarded instructor Andrei Neagoie. He’s also gained notoriety in Toronto and Silicon Valley as a Senior Software Developer.

Daniel Bourke

The course TensorFlow Developer Certificate in 2021 is taught by Daniel Bourke, a self-taught Machine Learning Engineer. In addition to working for one of Australia’s fastest growing AI agencies, he’s got a blog, YouTube channel and a monthly newsletter.

TensorFlow Courses: Layout

With 19 modules, TensorFlow Developer Certificate in 2021 takes you on a TensorFlow journey starting from the absolute basics and preparing you for Google’s official TensorFlow Developer Certificate exam. In addition to hours of on-demand video and downloadable interactive notebooks, you’ll work on 3 milestone projects:

  • Food Vision Big – a computer vision model to classify over 100 types of food
  • SkimLit – replicate a model to classify different sequences in PubMed medical abstracts
  • BitPredict – we’re not allowed to tell you about this one yet! 🤐
Food Vision Big project in the course TensorFlow Developer Certificate in 2021 on Zero to Mastery

🐝 We think Zero to Mastery is the bee’s knees. Find out why in our full Zero to Mastery review.

💰 Cost: $39 per month or $279 per year for all courses and Learning Tracks
⏲️ Duration:
50+ hours
📉 Level:
Beginner
🖥️ Format:
Video
💪 Support:
Yes
🎖️ Certificate:
Yes

🔥 Geena’s Hot Take

Take this course. Take this course. Take this course.

If you’re looking for straight up the best course to learn TensorFlow, you’re looking at it right now.

TensorFlow Developer Certificate in 2021 is gonna take you from absolute noob all the way up to passing your certification. No other course on this list offers that.

Now I know it takes a lot of time (50+ hours), but your time won’t be wasted.

ZTM standards are incredibly high, and there’s the reputation to back it up.

You – yes you!

TAKE THIS COURSE.


3. AI in Stock Market Predictions: Learn How to Use TensorFlow and Python: BitDegree

BitDegree is a video-based platform that can most easily be compared to Udemy. You’ll do all work on your local machine, courses are bountiful and inexpensive, and there are frequent sales. The only difference is that BitDegree does have a few interactive courses. However, AI in Stock Market Predictions isn’t one of them.

BitDegree is ideal for students with a shorter attention span.

TensorFlow Courses: Layout

There are 5 modules in this beginner course. You’ll start by learning the fundamentals of Python and TensorFlow. Then, you’ll harness these powers to build models of linear regression in TensorFlow and create a stock market prediction application in Python.

GME to the moon! 🚀

👾 Want to know what we like about BitDegree? Check out our full BitDegree review.

💰 Cost: $16.65 for the course
⏲️ Duration:
5.25 hours
📉 Level:
Beginner
🖥️ Format:
Video
💪 Support:
Yes
🎖️ Certificate:
Yes


4. Build Deep Learning Models with TensorFlow Skill Path: Codecademy

Codecademy is the best of both worlds: Like Educative.io, you’ll have the benefits of interactive learning within the browser. And, like ZTM and BitDegree, you’ll also watch some videos.

But Build Deep Learning Models with TensorFlow is a Skill Path. So instead of one course, there are multiple. As a result, it typically takes a few months to complete.

Note: This is an intermediate Skill Path. You should have prior experience with Python, NumPy, and machine learning.

Skill Path Layout

Build Deep Learning Models with TensorFlow is comprised of 7 modules. You’ll start by learning the foundations of deep learning and perceptrons. Then you’ll dive into TensorFlow fundamentals and classification. In all, you’ll come to understand neural networks, implement deep learning models and explore common uses of deep learning.

You’ll also work on 3 portfolio-ready projects:

  • create a regression deep learning model
  • use a convolutional neural network (CNN) to classify galaxies
  • create a classification deep learning model for COVID-19 and pneumonia
Projects you’ll work on in the Build Deep Learning Models with TensorFlow Skill Path on Codecademy Pro

🤼 Is Codecademy Pro worth the hype? Check out our full Codecademy review.

See why Joey trusts Codecademy Pro:

💰 Cost: $39.99 per month or $239.88 per year for all courses and Learning Tracks
⏲️ Duration:
6 weeks
📉 Level:
Intermediate
🖥️ Format:
Interactive learning & video
💪 Support:
Yes
🎖️ Certificate:
Yes


5. Introduction to TensorFlow in R: DataCamp

Video introduction to Tensors in the course Introduction to TensorFlow in R on DataCamp

DataCamp has an almost identical layout to Codecademy Pro: They both use a blend of interactive learning and some videos. But Introduction to TensorFlow in R is a gamified course for intermediate students familiar with R programming. And it’s the only TensorFlow course on our list where you’ll use R programming.

DataCamp is jam-packed with courses for students interested in machine learning, AI, data science and beyond.

🐍 Prefer to learn Tensorflow in Python? Check out DataCamp’s course Introduction to TensorFlow in Python.

TensorFlow Courses: Layout

There are 4 modules in Introduction to TensorFlow in R where you’ll:

  • get an introduction to TensorFlow
  • learn linear regression using 2 TensorFlow APIs
  • create a deep neural network
  • increase model accuracy

You’ll work on stimulating exercises like exploring the relationship between alcohol consumption and weather. Then you’ll determine if you can accurately build a deep neural network that can predict if money is counterfeit based on image data.

Lesson on sessions in the course Introduction to TensorFlow in R on DataCamp

📊 DataCamp is a great place for all things machine learning. Read our full DataCamp review.

💰 Cost: $25 per month for all courses and Learning Tracks
⏲️ Duration:
4 hours
📉 Level:
Intermediate
🖥️ Format:
Interactive learning & video
💪 Support:
Yes
🎖️ Certificate:
Yes


6. Getting Started with TensorFlow 2.0: Pluralsight

Course overview of Getting Started with TensorFlow 2.0 on Pluralsight

Like DataCamp, Pluralsight has a gamified learning environment. But it’s a video-based platform most similar to BitDegree, but with even less frills. It’s an ideal platform for beginners.

Pluralsight is another platform that’s ideal for students with a shorter attention span.

TensorFlow Courses: Layout

Getting Started with TensorFlow 2.0 is a 5-module course that will introduce you to the TensorFlow 2.0 framework. You’ll discover the differences between TensorFlow 2.0 and 1.x. Then you’ll explore:

  • dynamic and static computation graphs
  • computing gradients for model training
  • using the sequential API in Keras

And beyond.

Should you invest in Pluralsight? Check out our full Pluralsight review.

💰 Cost: $29 per month or $299 per year for all courses and Learning Tracks
⏲️ Duration:
3 hours
📉 Level:
Beginner
🖥️ Format:
Video
💪 Support:
No
🎖️ Certificate:
Yes


7. TensorFlow 2 for Deep Learning Specialization: Coursera

Coursera is another video-based learning platform with one key difference: You’ll also read through plenty of articles. But you’ll still do all work on your local machine like BitDegree and Pluralsight.

But TensorFlow for Deep Learning is a Specialization. This is similar to Codecademy’s Skill Path where there are multiple courses.

You can expect to spend about 4 months working on this intermediate Specialization.

Note: You should be familiar with Python 3, machine learning, deep learning, probability and statistics before taking this Specialization.

Specialization Layout

There are 3 courses in TensorFlow for Deep Learning:

  • Getting Started with TensorFlow 2
  • Customizing Your Models with TensorFlow 2
  • Probabilistic Deep Learning with TensorFlow 2

You’ll learn about TensorFlow 2 fundamentals, harness your skills and learn how to develop probabilistic models.

Each course contains a capstone project such as developing:

  • an image classifier deep learning model from scratch
  • a custom neural translation model
  • a variational autoencoder algorithm

😰 Do we like Coursera? It’s not so cut and dry. Read our thoughts in our Coursera review.

💰 Cost: $49 per month
⏲️ Duration:
4 months
📉 Level:
Intermediate
🖥️ Format:
Video
💪 Support:
Yes
🎖️ Certificate:
Yes


Best TensorFlow Courses: Conclusion

Today we looked at the best TensorFlow courses including:

🔥 Best Overall 🔥
TensorFlow Developer Certificate in 2021: Zero to Mastery

💥 Best for Newbies 💥
AI in Stock Market Predictions: Learn How to Use TensorFlow and Python: BitDegree

💸 Best Value 💸
Applied Machine Learning: Industry Case Study with TensorFlow: Educative.io

So regardless of your needs, we think there are TensorFlow courses for just about everyone.


People are also reading:


  1. What are the best TensorFlow courses?

    Overall, we think the best TensorFlow course is TensorFlow Developers Certificate by Zero to Mastery. For newbies, we liked AI in Stock Market Predictions on BitDegree. And for value, we think Applied Machine Learning: Industry Case Study with TensorFlow by Educative.io is the best TensorFlow course.

  2. What is TensorFlow?

    TensorFlow is is an open-source artificial intelligence library for machine learning. It enables developers to create and train large-scale neural networks.

  3. Should I learn TensorFlow 1 or 2?

    While you should learn TensorFlow 2, it's not a bad idea to start with TensorFlow 1.x. Both TensorFlow 1.x and TensorFlow 2 have unique gems worth learning and holding onto. And it's a relatively easy transition from learning 1.x to 2.0.