Machine Learning with TensorFlow on Google Cloud

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

4.80 (24 reviews)
Udemy
platform
English
language
Data Science
category
Machine Learning with TensorFlow on Google Cloud
4,159
students
6 hours
content
May 2024
last update
$19.99
regular price

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

Why take this course?

šŸŒŸ **Course Title:** Machine Learning with TensorFlow on Google Cloud šŸš€ **Course Headline:** Build, train, and deploy ML models with TensorFlow: A hands-on journey through Google Cloud's powerful infrastructure --- šŸŽ“ **Course Description:** Are you ready to unlock the potential of machine learning (ML) in the cloud? šŸŒ©ļø Whether you're a novice data enthusiast, a seasoned developer, or an expert looking to expand your skillset, "Machine Learning with TensorFlow on Google Cloud" is your gateway to harnessing the power of ML with ease and efficiency. This comprehensive course is not just about understanding the concepts; it's a hands-on exploration designed to guide you through the integration of TensorFlow's powerful machine learning library with the robust, scalable infrastructure of Google Cloud. šŸ’« **In this course, you will:** - **Develop** your skills by creating foundational models such as Linear and Logistic Regression using TensorFlow, laying the groundwork for more complex projects. - **Master** advanced machine learning architectures like Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN), enabling you to tackle sophisticated problems with confidence. - **Harness** the power of Google Cloud's Colab, a flexible and powerful cloud service for machine learning that allows you to execute Python code with ease. - **Construct** state-of-the-art Jupyter notebooks using real-world datasets on Google Colab and Vertex, giving you practical experience in data manipulation and analysis. šŸ” **Why TensorFlow on Google Cloud?** In today's world, machine learning is indispensable for making informed decisions, predicting trends, and understanding complex datasets. TensorFlow's integration with Google Cloud offers unparalleled capabilities for rapid prototyping, scalable computations, and cost-effective solutions that are at the forefront of the industry. **Your Learning Journey:** As you progress through this course, you'll engage in a series of hands-on projects and exercises designed to build your expertise incrementally. From crafting your initial ML model to deploying sophisticated deep learning networks on the cloud, you'll gain a comprehensive understanding of the entire ML lifecycle. This course is meticulously crafted to ensure that upon completion, you're not just well-versed in machine learning theory but also equipped to apply your knowledge in real-world contexts. šŸŒ šŸ¤ **Join Us:** Embark on this transformative learning journey and become a machine learning expert with TensorFlow and Google Cloud. This is where your ML adventure begins. Enroll now and let's build, deploy, and scale together! šŸš€ --- Don't miss out on the opportunity to transform your career with practical skills in machine learning. Dive into "Machine Learning with TensorFlow on Google Cloud" today and unlock a world of possibilities! šŸŒŸāœØ

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5559506
udemy ID
9/15/2023
course created date
9/18/2023
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