AED
UAD Dirham
Code: AED
Mentor Based
AI Programming Tools for Developers
Audience: Software developers, engineers, and tech enthusiasts
Early access to the e-LMS platform is included
About This Course
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
Who Should Enrol?
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
Discounted: ₹21499 | $291
We accept 20+ global currencies. View list →
What You’ll Gain
- Full access to e-LMS
- Real-world dry lab projects
- One-on-one project guidance
- Publication opportunity
- Self-assessment & final exam
- e-Certificate & e-Marksheet
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