Beginner
63 Lessons
20h
Certificate of Completion
AI-POWERED
AI-POWERED
This course includes
This course includes
Course Overview
This beginner level and highly comprehensive course is intended for learners who are familiar with Python programming. You will become familiar with the fundamental concepts and terminologies used in deep learning. In addition, this course will help you understand the importance of deep learning techniques. You will examine simple models like perceptron before learning more complex yet powerful deep learning models. The course will provide hands-on practical knowledge of how to code simple and complex deep ...Show More
TAKEAWAY SKILLS
Machine Learning Fundamentals
Machine Learning Paradigms
Deep Learning Basics
Perceptron
Gradient Descent
Activation Functions
Deep Neural Networks
Neural Networks
Deep Learning Models In Keras
Fine Tuning Models In Keras
Course Content
โจBefore We Begin
โจIntroduction to Deep Learning
โจSimple Perceptron Models in NumPY
โจTowards Deep Neural Networks in NumPY
๐ฅ๏ธ Project: Build a Letter Classification Model
Deep Learning in NumPy Exam
Assessment
โจBuilding Deep Learning Models with Keras
11 Lessons
โจFine-tune Keras Model
8 Lessons
๐ฅ๏ธ Project: Build a Digit Recognition Model
4 Lessons
โจConclusion
2 Lessons
Deep Learning in Keras Exam
Assessment
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