The Deep Learning Masterclass: Classify Images with Keras!
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The Deep Learning Masterclass: Classify Images with Keras! at Eduonix Overview
Duration | 11 hours |
Mode of learning | Online |
Schedule type | Self paced |
Difficulty level | Intermediate |
Credential | Certificate |
The Deep Learning Masterclass: Classify Images with Keras! at Eduonix Highlights
- Enroll for free
- Pay for Certification Examination
- Learn online from any location, Lifetime Access. No Limits!
- A great course for learning Machine Learning
- Self paced Course
The Deep Learning Masterclass: Classify Images with Keras! at Eduonix Course details
- Any professional with an interest in coding and data modeling.
- Brush up your fundamental coding skills and learn the advanced
- Learn the ways to classify images by training an image classifier model
- Build models with Python, TensorFlow, PyCharm, API & CIFAR-10
- The Deep Learning Masterclass: Classify Images with Keras is an interactive course that is designed to help a beginner turn into a data modeler. The course starts with basic concepts of Keras and goes to the advanced concepts of machine learning and neural networks. The participants will also get to build their image classifier model from scratch.
The Deep Learning Masterclass: Classify Images with Keras! at Eduonix Curriculum
Section 1 : Learn to Use PyCharm
Bootcamp Intro
Intro to PyCharm
Downloading and Installing
Exploring PyCharm Interface
Add and Run Python Files
Building and Running a Simple Program
Section 2 : Learn Python Language Basics
Introduction
Variables Syntax And Basic Types
Variable Operations
Tuples and Lists
Dictionaries
If Statements
While and For In Loops
Function Implementation and Execution
Parameters and Return Values
Intro to Classes and Objects
Subclasses and Superclasses
Summary and Outro
Section 3 : Understand Machine Learning Neural Networks
Intro to Day 3
Intro to Machine Learning
Intro to Neutral Networks
Intro to Convolutions
Section 4 : Explore the Keras API
Intro to Day 4
Intro To TensorFlow And Keras
Understanding Keras Syntax
Intro to Activation Functions
Section 5 : Format Datasets and Examine CIFAR-10
Intro to Day 5
Exploring CIFAR10 Dataset
Understanding Specific Data Points
Formatting Input Images
Section 6 : Build the Image Classifier Model
Intro to Day 6
Building the Model
Compiling and Training the Model
Gradient Descent and Optimizers
Section 7 : Save and Load Trained Models
Intro to Day 7
Saving and Loading Model to H5
Saving Model to Protobuf File
BootCamp Summary
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