Keras Online Training Course

8 Lesson

20 Hours

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igmGuru’s Keras Training program will help you gain expertise in building and deploying deep learning models using the Keras framework, a high-level API for TensorFlow. Our comprehensive course covers core concepts of deep learning, including neural networks, convolutional networks, recurrent networks, and model optimization techniques. In this Keras training course, you will explore model building using Keras Sequential and Functional APIs, data preprocessing, model evaluation, and fine-tuning for real-world applications such as image recognition and natural language processing. We offer flexible learning modes including one-on-one sessions, classroom training, and self-paced online courses to make learning accessible and convenient. After completing this course, you can appear for official Keras-related certification exams, such as the IBM Deep Learning with PyTorch, Keras, and TensorFlow Professional Certificate, to validate their skills and advance their careers in AI and machine learning.

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Overview

Prerequisites

Basic Python programming skills
Understanding of machine learning fundamentals
Basic knowledge of linear algebra and calculus
Familiar with neural network concepts (recommended)
Experience with Python libraries like NumPy and pandas (helpful)

What You Will Learn

Fundamentals of deep learning and neural networks
How to build, train, and evaluate deep learning models using Keras
Using the Sequential and Functional APIs in Keras
Implementing convolutional neural networks (CNNs) and recurrent neural networks (RNNs)
Techniques for model optimization, regularization, and fine-tuning
Applying deep learning to real-world problems like image recognition and sequence prediction

Targeted Audience for Keras Course

Data Scientists
Machine Learning Engineers
AI Developers
Software Engineers interested in AI
Students pursuing AI, data science, or machine learning
Professionals transitioning into AI or deep learning roles
Researchers in fields like computer vision, natural language processing, or robotics

Key Features

Experienced & Professional Trainers
1 On 1 Training Option Available
100% Money-Back Guarantee
Flexible Schedule
24 X 7 Lifetime Support
100% Job Assistance
Instructor Led Training: 20 Hrs
Get Certified & Get Placed

Course Curriculum

Lesson 1 - Introduction to Deep Learning

1. Basics of neural networks and deep learning concepts

2. Understanding activation functions, loss functions, and optimizers

Lesson 2 - Getting Started with Keras

1. Overview of Keras framework and its place in TensorFlow

2. Building simple models using Keras Sequential API

3. Understanding model compilation and training process

Lesson 3 - Building Neural Network Models

1. Creating and configuring layers (Dense, Dropout, Flatten, etc.)

2. Using Functional API for building complex architectures

3. Implementing feedforward neural networks for classification and regression tasks

Lesson 4 - Convolutional Neural Networks (CNNs)

1. Understanding convolution and pooling layers

2. Building CNN models for image processing tasks

3. Techniques to improve CNN performance (data augmentation, regularization)

Lesson 5 - Recurrent Neural Networks (RNNs) and LSTM

1. Sequence modeling and time series data with RNNs

2. Implementing LSTM and GRU layers in Keras

3. Applications in text generation, sentiment analysis, etc.

Lesson 6 - Model Evaluation and Optimization

1. Metrics for model performance evaluation

2. Techniques like early stopping, learning rate schedules

3. Hyperparameter tuning and transfer learning

Lesson 7 - Advanced Topics

1. Using callbacks for dynamic training control

2. Saving and loading models

3. Deployment basics for deep learning models

Lesson 8 - Hands-on Projects

1. Real-world projects using Keras for image classification, text analysis, and more

2. End-to-end workflow from data preprocessing to model deployment

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1-800-7430-173 (US Toll Free)

+91 7240740740 (India)

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Course Fees

Online Class Room Program

US $ 799.00

100% Money Back Guarantee

Duration : 20 Hrs
Plus Self Paced

Classes Starting From

Fast Track Batch 13 Jun 2026
Weekday Batch 15 Jun 2026
Weekend Batch 13 Jun 2026

Corporate Training

Customized Training Delivery Model
Flexible Training Schedule Options
Industry Experienced Trainers
24x7 Support

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Want to know Today's Offer

Keras Certification

igmGuru provides a recognized course completion certificate for the Keras Training Program, valid for a lifetime. To earn this certification, you must enroll in our Keras training course and successfully complete all required learning modules and assessments.

Our certification validates your skills in deep learning using the Keras framework, including building and training neural networks, working with the Sequential and Functional APIs, implementing CNNs and RNNs, optimizing model performance, and applying models to real-world tasks like image and text processing. This certificate demonstrates your ability to develop and deploy AI solutions using Keras, making you job-ready for roles in deep learning, AI, and data science.

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Keras Online Training Course