AI 2024 Online Course (Batch 2)

Make Your Place in Top 20% AI Engineers of the World

Register for Free Webinar Enroll now
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E-Certificate

  • E-certificates will be awarded to students who attend all classes and complete all assignments, including the course project.

Course Details

  • Offered by: Ilm O Irfan Technologies
  • Websites: https://ilmoirfan.ai/, https://ilmoirfan.com/
  • Start Date: 5-Oct-2024
  • Duration: 3 Months
  • Lecture: 1.5 Hours
  • Classes: Weekend (Saturday, Sunday)
  • Mode: Online (Microsoft Teams)
  • Language: Urdu / English
  • Pre-requisite: Basic Programming Skills
  • Target Audience: Students / Professionals / Anyone interested in learning AI

Why - Learn Generative AI, Machine Learning, and Natural Language Processing

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Versatility

AI-based Solutions are used in a wide variety of domains including business, medicine, education, etc.

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Problem-Solving

AI has enabled us to solve complex real-world problems.

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Innovation

Understanding AI allows you to turn your ideas into reality.

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Career Opportunities

AI engineers are in high demand in the job market.

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Continuous Growth

The field of AI is evolving at a rapid pace, providing ample opportunities for career development.

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Impact

Recent AI-powered websites and apps have made a significant impact on society.

Why - Learn Generative AI, Machine Learning, and Natural Language Processing

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Versatility

AI-based Solutions are used in a wide variety of domains including business, medicine, education, etc.

image

Problem-Solving

AI has enabled us to solve complex real-world problems.

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Innovation

Understanding AI allows you to turn your ideas into reality.

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Career Opportunities

AI engineers are in high demand in the job market.

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Continuous Growth

The field of AI is evolving at a rapid pace, providing ample opportunities for career development.

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Impact

Recent AI-powered websites and apps have made a significant impact on society.

Training Aims

Discover the key objectives of our AI and ML training program.

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In-Depth Understanding

To develop a strong and in-depth understanding of the fundamentals and sate-of-the-art concepts related to AI and ML, and NLP.

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Skill Development

Develop skills to plan, design, develop, and deploy AI / ML solutions using classical machine learning and Large Language Models (LLMs)..

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Hands-On Experience

Offer hands-on experience to state-of-the-art tools and techniques including Python, Scikit-learn, Pandas, Numpy, Scipy, NLTK, LLMs etc.

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Professional Setup

Setup Fiverr and LinkedIn profiles get online projects and jobs as an AI engineer

Learning Outcomes

By the end of this training, a participant should be able to:

  • Understand the core concepts of AI / ML / NLP
  • Plan, design, develop, and deploy AI / ML solutions for real-world problems
  • Win projects from Fiverr or get jobs from LinkedIn as an AI Engineer
  • Efficiently use Large Language Models (LLMs) to solve complex AI problems
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Training Roadmap

Week 1

  • Lecture 1: Introduction to AI 2024 Online Course + Python for AI / ML
  • Lecture 2: Basics of Machine Learning - Part 1 + Python for AI / ML

Week 2

  • Lecture 3: Basics of Machine Learning - Part 2 + Python for AI / ML
  • Lecture 4: Basics of Machine Learning - Part 3 + Python for AI / ML

Week 3

  • Lecture 5: Treating a Real-world Problem as a Machine Learning Problem + GPA Prediction System
  • Lecture 6: Developing Titanic Passenger Survival Prediction Model using Python and Scikit-learn

Week 4

  • Lecture 7: Deploying AI/ML Model on Cloud (PythonAnywhere)
  • Lecture 8: Creating and Optimizing a LinkedIn Profile

Week 5

  • Lecture 9: Evaluating Hypothesis (Models) - Part 1
  • Lecture 10: Creating and Efficiently using a GitHub Repository

Week 6

  • Lecture 11: Developing Emotion Prediction Model from Text using Scikit-learn and NLP Techniques
  • Lecture 12: Deploying Text Classification Models on Cloud (PythonAnywhere)

Week 7

  • Lecture 13: Introduction to Generative AI + Prompt Engineering for Developers
  • Lecture 14: Creating and Optimizing a Fiverr Profile

Week 8

  • Lecture 15: Setting up Kaggle Servers and Hugging Face Accounts to use Large Language Models (LLMs)
  • Lecture 16: Multi-label Emotion Classification using Large Language Models (Zero-shot Approach)

Week 9

  • Lecture 17: Multi-label Emotion Classification using Few Shots and Fine-tuning Approaches
  • Lecture 18: Developing AI Quran Explorer using RAG (Retrieval-Augmented Generation) Approach

Week 10

  • Lecture 19: Deployment of Flask-based Web-App Utilizing Generative AI Model / LLMs on Live Hosting – Part 1
  • Lecture 20: Deployment of Flask-based Web-App Utilizing Generative AI Model / LLMs on Live Hosting – Part 2

Week 11

  • Lecture 21: Course Project Discussion + Creating Demo Video of Course Project
  • Lecture 22: Course Project Discussion

Week 12

  • Lecture 23: Course Project Presentations
  • Lecture 24: Course Project Presentations + Course Feedback

Meet Our Instructor

Get to know the expert guiding your AI journey.

Dr. Rao Muhammad Adeel Nawab

Dr. Rao Muhammad Adeel Nawab

Dr. Rao Muhammad Adeel Nawab holds a Ph.D. in Computer Science from the University of Sheffield, UK. He has participated in a variety of research projects in Artificial Intelligence, Natural Language Processing, Machine Learning, and Data Science. With over 18 years of teaching and research experience at the university level, Dr. Adeel has supervised 7 Ph.D. and over 50 MPhil students in successfully completing their research theses. He is the author of 3 books and has published 33 Impact Factor Journal articles. His books on Machine Learning and Research Methodology are taught at various universities in Pakistan. Currently, Dr. Adeel is a faculty member in the Computer Science Department at COMSATS University, Lahore Campus, Pakistan.

Dr. Adeel also brings over 7 years of experience delivering technical, motivational, and life-coaching seminars in both academic and industry settings. His technical training focuses on equipping academics and industry professionals with cutting-edge skills in Machine Learning, Natural Language Processing, LLMs, and AI research. His motivational and life-coaching seminars aim to guide individuals towards both technical excellence and personal development.

LinkedIn Profile: https://www.linkedin.com/in/rao-muhammad-adeel-nawab/

Academic Profile: https://lahore.comsats.edu.pk/Employees/74