Machine Learning and TensorFlow on the Google Cloud

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

Tailored for data scientists, developers, and cloud enthusiasts, this program offers a comprehensive exploration of building and deploying machine learning models using TensorFlow on the robust infrastructure of Google Cloud.

What You Will Learn:

  1. Introduction to Google Cloud Platform (GCP):
    • Gain a foundational understanding of the Google Cloud Platform and its suite of tools for machine learning.
    • Explore GCP services like BigQuery, Cloud Storage, and AI Platform that are integral to the machine learning workflow.
  2. Setting Up TensorFlow on GCP:
    • Learn how to set up and configure TensorFlow on the Google Cloud environment.
    • Explore the integration of TensorFlow with GCP services for seamless model development.
  3. Building Machine Learning Models with TensorFlow:
    • Dive into the fundamentals of TensorFlow for building and training machine learning models.
    • Explore deep learning concepts, neural networks, and advanced TensorFlow functionalities.
  4. Using Google Cloud AI Platform:
    • Understand the capabilities of Google Cloud AI Platform for model deployment and management.
    • Learn how to deploy TensorFlow models on AI Platform for scalable and efficient serving.
  5. Data Preparation and Integration:
    • Explore techniques for data preparation and integration with Google Cloud services.
    • Understand how to leverage BigQuery for analyzing large datasets and integrating them into machine learning pipelines.
  6. TensorFlow Extended (TFX):
    • Learn about TensorFlow Extended, a comprehensive end-to-end platform for deploying production-ready machine learning models.
    • Understand the process of taking a model from development to deployment in a production environment.
  7. Real-world Projects and Applications:
    • Apply your knowledge through hands-on projects and real-world applications.
    • Gain practical experience in building, training, and deploying machine learning models on Google Cloud.


The content is well-structured, progressing from fundamental concepts to advanced topics seamlessly. The instructors provide clear explanations and practical examples, making complex concepts accessible. The emphasis on real-world projects allowed me to apply what I learned in a practical context. This course has significantly enhanced my ability to leverage the power of Google Cloud for machine learning

Jennifer

The instructors guide you through the intricacies of TensorFlow on the Google Cloud Platform with clarity and depth. The hands-on projects are challenging but immensely rewarding, providing practical experience in deploying models at scale. The real-world applications covered in the course gave me confidence in implementing machine learning solutions in a production environment. Highly recommended for data scientists and developers exploring the capabilities of Google Cloud for machine learning.

Daniel

Your Instructor


Yoohoo Academy
Yoohoo Academy

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All Yoohoo Academy courses are taught by experts in their field who have a true passion for teaching and sharing their knowledge.


Frequently Asked Questions


When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.

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