AI Programming Tools for Developers

Audience: Software developers, engineers, and tech enthusiasts

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MODE
Online/ e-LMS

TYPE
Self Paced

LEVEL
Moderate

DURATION
8 Weeks

About

The AI Programming Tools for Developers course is an 8-week program aimed at developers and tech enthusiasts looking to master popular AI frameworks. With a focus on Python-based tools like TensorFlow, PyTorch, and Keras, this course equips participants with the skills to efficiently build and deploy AI models. It’s perfect for those wanting to deepen their AI knowledge or transition into AI development.
The program is structured for hands-on learning, ensuring you can work confidently on real-world AI projects by the end.

Program Structure

Module 1: Python for AI Development (2 Weeks)

Introduction to Python in AI development
Setting up Python environments (Anaconda, Jupyter, etc.)
Core Python concepts: functions, loops, conditionals
Data handling with NumPy and Pandas
Hands-on project: Writing simple AI algorithms using Python

Module 2: TensorFlow & PyTorch Fundamentals (2 Weeks)

Overview of TensorFlow and PyTorch
Building and training neural networks with these frameworks
Exploring TensorFlow and PyTorch APIs
Evaluating and tuning models
Hands-on project: Building a deep learning model using both TensorFlow and PyTorch

Module 3: Keras for Model Building (2 Weeks)

Introduction to Keras as a high-level API for neural networks
Building and optimizing models using Keras
Training, validating, and evaluating deep learning models
Hands-on project: Image classification using Keras

Module 4: GitHub for AI Development (2 Weeks)

Introduction to GitHub for version control and project collaboration
Best practices for branching, merging, and managing AI projects
Collaborative workflows for AI projects
Hands-on project: Set up and manage an AI project repository on GitHub

Participant’s Eligibility

This program is ideal for:

Software developers and engineers looking to gain AI development skills.
Tech enthusiasts with programming experience wanting to dive into AI.
Developers interested in transitioning into AI or machine learning.
Professionals wanting to enhance their understanding of AI frameworks like TensorFlow, PyTorch, and Keras.

Program Outcomes

By the end of this course, you will:

Be proficient in Python programming for AI development.
Know how to build, train, and evaluate AI models using TensorFlow, PyTorch, and Keras.
Understand how to implement version control for AI projects using GitHub.
Have hands-on experience developing AI projects from start to finish.
Be prepared to tackle more advanced AI projects or pursue AI-related roles.

Fee Structure

Standard Fee: INR ~~15,998~~ USD ~~240~~

Discounted Fee: INR 7,999 USD 120

We are excited to announce that we now accept payments in over 20 global currencies, in addition to USD. Check out our list to see if your preferred currency is supported. Enjoy the convenience and flexibility of paying in your local currency!

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Certificate

Program Assessment

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

Exam	Weightage
Mid Term Assignments	50 %
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.