Hands-on Artificial Intelligence with TensorFlow (Udemy.com)

A practical approach to deep learning and deep reinforcement learning for building real-world applications using TensorF

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Created by: Packt Publishing

Produced in 2021

What you will learn

Explore the current state of Machine Learning and Artificial Intelligence.
Develop the understanding to build AI systems using different machine learning models.
Optimize machine learning models for better performance and accuracy.
Understand different deep learning models for computer vision
Explore generative models and how they generate information from random noise.
Code the most trending AI algorithms that outperform humans in video games.

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Course Description

TensorFlow is one of the most commonly used frameworks for Deep Learning and AI. This course will be your guide to understand and learn the concepts of Artificial intelligence by applying them in a real-world project with TensorFlow.
This course will show you how to combine the power of Artificial Intelligence and TensorFlow to develop some exciting applications for the real world. This course will take you through all the relevant AI domains, tools, and algorithms required to build optimal solutions and will show you how to implement them hands-on. You will then be taken through techniques such as reinforcement learning, heuristic searches, neural networks, Computer Vision, OpenAI Gym, and more in different stages of your application. This course will show you how to implement AI practically using TensorFlow models and how it eases the way you interact with the technology.
You will learn how TensorFlow can be used to analyze a variety of data sets and will learn to optimize various AI algorithms. By the end of the course, you will have learned to build intelligent apps by leveraging the full potential of Artificial Intelligence with TensorFlow
About the Author
Saikat Basak is currently working as a machine learning engineer at Kepler Lab, the research & development wing of SapientRazorfish, India. His work at Kepler involves problem-solving using machine learning, researching and building deep learning models. Saikat is extremely passionate about Artificial intelligence becoming a reality and hopes to be one of the architects of the future of AI.Who this course is for:

This course is for Developers and aspiring Data Science professionals who would like to develop their AI techniques to create smart and robust applications.

Time: 1.5h

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Packt Publishing

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Packt has been committed to developer learning since 2004. A lot has changed in software since then - but Packt has remained responsive to these changes, continuing to look forward at the trends and tools defining the way we work and live. And how to put them to work.
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From skills that will help you to develop and future proof your career to immediate solutions to every day tech challenges, Packt is a go-to resource to make you a better, smarter developer.

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