Become a Machine Learning Engineer: The Ultimate Guide

سرفصل های دوره

Get hands-on experience with real-world machine learning projects and master the latest machine learning techniques.

1 - Introduction

1 - Introduction

2 - Fundamentals of Machine Learning

2 - Machine Learning Vs Artificial Intelligence Vs Neural Networks

3 - Working with Data for Machine Learning

4 - The Types of Machine Learning

3 - TensorFlow

5 - Google Colab Notebooks for this module.txt

5 - Introduction to TensorFlow Part One

6 - Exploring TensorFlow

6 - Notebook for this module.txt

4 - Core Learning Algorithms

7 - Learning algorithms.txt

7 - Machine Learning algorithms

5 - Neural Networks

8 - Neural Networks Notebook.txt

8 - Understanding Neural Networks

6 - Computer Vision Convolutional Neural Networks

9 - Notebook.txt

9 - Understanding CNNs Computer Vision

7 - Natural Language Processing with Recurrent Neural Networks RNNs

10 - Notebook.txt

10 - the Power of Recurrent Neural Networks RNNs for NLP

8 - Reinforcement Learning with QLearning Mastering Intelligent DecisionMaking

11 - A Framework for Optimal DecisionMaking

11 - Notebook.txt

9 - Conclusion and Next Steps

12 - Building your own ML journey

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تولید کننده: Udemy