Skip to content
UdemyData SciencePaid courseAll LevelsCertificate

Machine Learning with TensorFlow on Google Cloud (Udemy.com)

Build, train, and deploy ML models with TensorFlow: A hands-on journey through Google Cloud's powerful infrastructure

Created by: Start-Tech Academy

Last updated April 2026

icon
What you will learn

  • Master the foundational principles behind simple ML models such as Linear and Logistic Regression models using TensorFlow.
  • Construct intricate Artificial Neural Networks (ANN) to tackle more complex data challenges.
  • Design Convolutional Neural Networks (CNN) for image and pattern recognition tasks.
  • Harness the capabilities of Google Cloud's Colab to execute Python codes for ML tasks efficiently.
  • Explore the functionalities of Google Vertex and how it augments Jupyter notebook constructions.
  • Implement end-to-end machine learning workflows, from data preprocessing to model deployment

How it compares

Against the other 461 rated Udemy courses in Data Science on CourseDuck:

  • Rating4.5 out of 5higher than 46% of them
  • Reviews179#356 of 462 by number of reviews
  • Length6.2 hoursshorter than 59% of them
  • Last updatedApril 2026more recently than 70% of them

icon
Course Description

If you're a budding data enthusiast, developer, or even an experienced professional wanting to make the leap into the ever-growing world of machine learning, have you often wondered how to integrate the power of TensorFlow with the vast scalability of Google Cloud? Do you dream of deploying robust ML models seamlessly without the fuss of infrastructure management?

Delve deep into the realms of machine learning with our structured guide on "Machine Learning with TensorFlow on Google Cloud." This course isn't just about theory; it's a hands-on journey, uniquely tailored to help you utilize TensorFlow's prowess on the expansive infrastructure that Google Cloud offers.

In this course, you will:

  • Develop foundational models such as Linear and Logistic Regression using TensorFlow.

  • Master advanced architectures like Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN) for intricate tasks.

  • Harness the power and convenience of Google Cloud's Colab to run Python code effortlessly.

  • Construct sophisticated Jupyter notebooks with real-world datasets on Google Colab and Vertex.

But why dive into TensorFlow on Google Cloud? As machine learning solutions become increasingly critical in decision-making, predicting trends, and understanding vast datasets, TensorFlow's integration with Google Cloud is the key to rapid prototyping, scalable computations, and cost-effective solutions.

Throughout your learning journey, you'll immerse yourself in a series of projects and exercises, from constructing your very first ML model to deploying intricate deep learning networks on the cloud.

This course stands apart because it bridges the gap between theory and practical deployment, ensuring that once you've completed it, you're not just knowledgeable but are genuinely ready to apply these skills in real-world scenarios.

Take the next step in your machine learning adventure. Join us, and let's build, deploy, and scale together.

icon
Udemy Discount

The discount is applied through our link. Open the course from here and Udemy's current promotional price is applied at checkout on most courses, no code to type.

Some courses are excluded from Udemy's promotions. If the price does not drop, clear your browser cookies and use the button again.

icon
Instructor Details

Start-Tech Academy

Start-Tech Academy is a technology-based Analytics Education Company and aims at Bringing Together the analytics companies and interested Learners. 
Our top quality training content along with internships and project opportunities helps students in launching their Analytics journey. 

Founded by Abhishek Bansal and Pukhraj Parikh.

Working as a Project manager in an Analytics consulting firm, Pukhraj has multiple years of experience working on analytics tools and software. He is competent in  MS office suites, Cloud computing, SQL, Tableau, SAS, Google analytics and Python.

Abhishek worked as an Acquisition Process owner in a leading telecom company before moving on to learning and teaching technologies like Machine Learning and Artificial Intelligence.


icon
More courses by Start-Tech Academy

$109.99

$129.99

$19.99

$84.99

$14.99

$109.99

icon
More Data Science courses

Free

Free

Free

Free

$124.99

Free

icon
Reviews

4.5

179 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Mwaura Nathan on 3/2/2026

Great to finally learn about the tools necessary for cloud practice.

By Ishaaq MM on 9/2/2025

It was good and informative. Just don't explain line by line in code. Also, Give more details for explanations. You choose the correct words for explanations. But, those explanations are not enough. Get into more detailed explanations.

By Asmita Majumdar on 7/8/2025

It is very good session

By Anonymized User on 12/31/2024

Excellent self-paced course!

By Prasanna C L N on 6/25/2024

awsome and useful information

By Surya Sai Bharadwaj Amirapu on 6/11/2024

Useful information

By Ochi Odira Raphael on 3/30/2024

It breaks the whole concept down to the very bits and pieces that made them up. This is super amazing

By Doreen Appiah Dompreh on 10/26/2023

good expalnation, slow in presenting and its understanding focused

By Anonymized User on 9/28/2023

very informative

Showing all 9 reviews on CourseDuck

Read all 179 reviews on Udemy

icon
Quality Score

No CourseDuck member has rated this course yet. Taken it? Give each part a thumbs up or down.

Content Quality
/
Video Quality
/
Qualified Instructor
/
Course Pace
/
Course Depth & Coverage
/

Overall Score : 90 / 100