Program

Keras – Use in AI

Keras, AI, neural networks, deep learning, model training, image recognition, time series analysis, model deployment, real-world AI applications

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MODE
Online/ e-LMS
TYPE
Mentor Based
LEVEL
Advanced
DURATION
8 weeks

About

Keras – Use in AI is a detailed 8-week course designed for individuals keen on diving deep into neural networks and their applications using Keras. It is tailored for M.Tech, M.Sc, and MCA students as well as professionals in the IT and related fields who are aspiring to integrate deep learning into their projects effectively.

Aim

This course aims to provide a thorough understanding of Keras as a powerful tool for developing and deploying advanced neural network models, enhancing participants’ capabilities in AI.

Program Objectives

  • Mastering Keras: Gain comprehensive knowledge of Keras for building and deploying neural network models.
  • Practical Application Skills: Develop practical skills in configuring, training, and optimizing deep learning models using Keras.
  • Innovative Problem Solving: Enhance problem-solving capabilities with advanced AI techniques.

Program Structure

  1. Introduction to Keras and AI:
    • Fundamentals of Keras and its advantages in AI development.
    • Initial setup, configuration, and building the first model.
  2. Core Concepts of Neural Networks in Keras:
    • Understanding neural network basics, layers, architectures, and the unique APIs of Keras.
  3. Practical AI Projects with Keras:
    • Hands-on building of CNNs for image recognition and RNNs for time series analysis.
    • Techniques for optimizing model training and performance.
  4. Advanced Techniques and Strategies in Keras:
    • Exploration of callbacks, checkpoints, and advanced model configurations.
    • Strategies for effective model deployment and scalability.
  5. Integrating AI into Business Solutions:
    • Application of AI in real-world scenarios such as retail and healthcare.
    • Discussion on ethical considerations and future AI trends with Keras.

Participant’s Eligibility

  • Advanced students and professionals in M.Tech, M.Sc, and MCA programs, especially those in IT and related fields.
  • E0 & E1 level professionals seeking to enhance their deep learning skills with Keras.

Program Outcomes

  • Advanced Keras Skills: Ability to utilize Keras for advanced AI model development and deployment.
  • Strategic AI Implementation: Skills to strategically deploy Keras models to solve real-world problems.
  • Leadership in AI: Preparedness to lead AI projects and initiatives using Keras.


Fee Structure

Standard Fee:           INR 49,998           USD 1,300

Discounted Fee:       INR 24999             USD 650

Batches

Spring
Summer

Autumn
Winter

Certificate

Program Assessment

Certification to this program will be based on the evaluation of following assignment (s)/ examinations:

Exam Weightage
Mid Term Assignments 20 %
Final Online Exam 30 %
Project Report Submission (Includes Mandatory Paper Publication) 50 %

To study the printed/online course material, submit and clear, the mid term assignments, project work/research study (in completion of project work/research study, a final report must be submitted) and the online examination, you are allotted a 1-month period. You will be awarded a certificate, only after successful completion/ and clearance of all the aforesaid assignment(s) and examinations.

Program Deliverables

  • Access to e-LMS
  • Real Time Project for Dissertation
  • Project Guidance
  • Paper Publication Opportunity
  • Self Assessment
  • Final Examination
  • e-Certification
  • e-Marksheet

Placement Assistance

  • Job Placement Support: Guidance and support in securing positions that require expertise in Keras and deep learning.
  • Industry Partnerships: Collaboration with companies invested in AI technologies, providing insights and potential project opportunities.
  • Expert Networks: Access to a community of AI professionals and industry leaders.

Future Career Prospects

  • Deep Learning Specialist: Specializing in creating and deploying models using Keras.
  • AI Product Manager: Managing AI product development with a focus on implementing Keras.
  • Data Scientist: Leveraging Keras for innovative data analysis and model creation.

Enter the Hall of Fame!

Take your research to the next level!

Publication Opportunity
Potentially earn a place in our coveted Hall of Fame.

Centre of Excellence
Join the esteemed Centre of Excellence.

Networking and Learning
Network with industry leaders, access ongoing learning opportunities.

Hall of Fame
Get your groundbreaking work considered for publication in a prestigious Open Access Journal (worth ₹20,000/USD 1,000).

Achieve excellence and solidify your reputation among the elite!


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