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Artificial Intelligence

Deep Learning with TensorFlow 2.0

Master deep learning concepts using TensorFlow 2.0 and Keras.

John Instructor

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John Instructor

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TensorFlow Deep Learning AI Neural Networks Keras
Rs 69.99 Rs 119.99 Save Rs 50.00
Sri Lankan Rupees (LKR)
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This course includes:

  • 0 lessons
  • 32h 0m total
  • Certificate of completion
  • Lifetime access
  • 24/7 Support

7-Day Money-Back Guarantee

Learn deep learning from scratch. Build neural networks for computer vision, NLP, and time series prediction using TensorFlow 2.0.

What You'll Learn

Build neural networks with TensorFlow
Implement CNNs for image recognition
Create RNNs for sequence data
Use transfer learning
Deploy deep learning models

Requirements

  • Python programming
  • Basic machine learning concepts
  • Linear algebra and calculus

Who This Course Is For

  • Data scientists
  • Machine learning engineers
  • AI enthusiasts
21 lessons • 5h 32m total

What is Deep Learning?

Video 20 min

Lesson 1: Introduction and Setup

Video 7 min Preview
Preview

This is a comprehensive video lesson covering important concepts and practical examples.

Setting Up TensorFlow

Video 25 min

Lesson 2: Core Concepts Explained

Video 22 min Preview
Preview

This is a comprehensive video lesson covering important concepts and practical examples.

First Neural Network

Video 35 min

Lesson 3: Hands-on Coding Session

Video 24 min

This is a comprehensive video lesson covering important concepts and practical examples.

Lesson 4: Advanced Techniques

Video 7 min

This is a comprehensive video lesson covering important concepts and practical examples.

Lesson 5: Best Practices and Tips

Video 8 min

This is a comprehensive video lesson covering important concepts and practical examples.

Lesson 6: Real-world Example

Video 18 min

This is a comprehensive video lesson covering important concepts and practical examples.

Lesson 7: Debugging and Troubleshooting

Video 6 min

This is a comprehensive video lesson covering important concepts and practical examples.

Lesson 8: Coding Challenge

Assignment 12 min

This is a comprehensive assignment lesson covering important concepts and practical examples.

Lesson 9: Build Something Real

Assignment 18 min

This is a comprehensive assignment lesson covering important concepts and practical examples.

Lesson 10: Final Project Walkthrough

Video 20 min

This is a comprehensive video lesson covering important concepts and practical examples.

Lesson 11: Knowledge Check

Quiz 22 min

This is a comprehensive quiz lesson covering important concepts and practical examples.

Lesson 12: Deep Dive into Theory

Article 14 min

This is a comprehensive article lesson covering important concepts and practical examples.

Lesson Overview

In this lesson, we will explore the fundamental concepts that form the foundation of this topic. Understanding these principles is crucial for your success in the course.

Key Points

  • Understanding the core concepts
  • Practical applications in real-world scenarios
  • Common pitfalls and how to avoid them
  • Best practices and industry standards

Detailed Explanation

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Examples


// Sample code example
function exampleFunction() {
    return "This is a sample code block";
}
                

Summary

This lesson covered the essential concepts that will be built upon in subsequent lessons. Make sure to practice the examples and complete any associated exercises.

Lesson 13: Self Assessment

Quiz 10 min

This is a comprehensive quiz lesson covering important concepts and practical examples.

Lesson 14: Build Something Real

Assignment 11 min

This is a comprehensive assignment lesson covering important concepts and practical examples.

Lesson 15: Apply Your Knowledge

Assignment 26 min

This is a comprehensive assignment lesson covering important concepts and practical examples.

Lesson 16: Hands-on Exercise

Assignment 10 min

This is a comprehensive assignment lesson covering important concepts and practical examples.

Lesson 17: Practice Questions

Quiz 7 min

This is a comprehensive quiz lesson covering important concepts and practical examples.

Lesson 18: Comparison Guide

Article 10 min

This is a comprehensive article lesson covering important concepts and practical examples.

Lesson Overview

In this lesson, we will explore the fundamental concepts that form the foundation of this topic. Understanding these principles is crucial for your success in the course.

Key Points

  • Understanding the core concepts
  • Practical applications in real-world scenarios
  • Common pitfalls and how to avoid them
  • Best practices and industry standards

Detailed Explanation

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Examples


// Sample code example
function exampleFunction() {
    return "This is a sample code block";
}
                

Summary

This lesson covered the essential concepts that will be built upon in subsequent lessons. Make sure to practice the examples and complete any associated exercises.

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About the Instructor

John Instructor

John Instructor

Senior Web Development Instructor

10+ years of experience in web development and teaching. Passionate about helping others learn to code.

0.0 Instructor Rating

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