Python to Generative AI: Zero to AI Practitioner
A beginner-friendly, hands-on program to understand, build, and apply AI & Generative AI in real-world business scenarios — no programming background required.
Akram
0 students
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Course Description
A premium, beginner-friendly, industry-focused program designed to take learners from zero technical background to confidently understand, build, and apply Artificial Intelligence and Generative AI solutions using real-world use cases, hands-on missions, and a globally verifiable certification.
What You'll Learn
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Build confidence in working with technology and programming
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Develop strong computational and AI thinking
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Understand data, machine learning, and AI systems
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Apply Python for automation and AI workflows
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Understand Generative AI, LLMs, and RAG systems
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Build real-world AI applications
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Apply ethical and responsible AI practices
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Earn a globally verifiable professional certification
Course Curriculum
95
Total Modules
51.92 hrs
Duration
0/95
Completed
Level 0: Digital & AI Connectivity Basics
Foundation to understand how applications, internet, cloud, and AI systems communicate.
9 modules
2.75 hrs
1
What a Network Really Is
15 min
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15 min
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Difficulty
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2
Internet Explained Simply
15 min
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15 min
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3
Request and Response Model
15 min
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15 min
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4
Client vs Server Concept
15 min
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15 min
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Beginner
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5
What Cloud Means for AI
15 min
Lesson
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15 min
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Beginner
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6
APIs Explained with Real-Life Analogy
15 min
Lesson
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15 min
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Beginner
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7
How ChatGPT-Style AI Works
15 min
Lesson
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15 min
Type
Video Lesson
Difficulty
Beginner
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8
Assignment: AI Connectivity Explorer
3 questions
Assignment
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9
Quiz: Digital Connectivity Basics
5 questions
Quiz
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Level 1: Programming Without Fear
Learn to communicate with computers using logic and simple instructions.
8 modules
3 hrs
1
What Programming Really Is
15 min
Lesson
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15 min
Type
Video Lesson
Difficulty
Beginner
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2
Why Python is Used in AI
15 min
Lesson
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15 min
Type
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Beginner
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3
Variables as Containers
20 min
Lesson
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20 min
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Beginner
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4
Understanding Data Types
20 min
Lesson
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20 min
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Beginner
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5
Input and Output Basics
20 min
Lesson
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20 min
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Beginner
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6
How AI Tools Run on Code
15 min
Lesson
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15 min
Type
Video Lesson
Difficulty
Beginner
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7
Assignment: First Python Missions
3 questions
Assignment
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8
Quiz: Programming Confidence
10 questions
Quiz
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Level 2: Logic, Decisions & Automation
Understand logic, repetition, and automation using Python.
6 modules
2.5 hrs
1
Decision Making Using if/else
20 min
Lesson
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Duration
20 min
Type
Video Lesson
Difficulty
Beginner
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2
Loops and Repeating Tasks
20 min
Lesson
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20 min
Type
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Beginner
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3
Functions as Reusable Workflows
20 min
Lesson
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20 min
Type
Video Lesson
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Beginner
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4
Automation vs Intelligence
15 min
Lesson
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Duration
15 min
Type
Video Lesson
Difficulty
Beginner
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5
Assignment: Automation Builder
3 questions
Assignment
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6
Quiz: Logic and Automation
10 questions
Quiz
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Level 3: Working with Real-World Data
Learn how companies store and manage data before AI.
8 modules
3.58 hrs
1
Lists for Business Data
20 min
Lesson
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Duration
20 min
Type
Video Lesson
Difficulty
Beginner
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2
Dictionaries for Structured Data
20 min
Lesson
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20 min
Type
Video Lesson
Difficulty
Beginner
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3
File Handling Basics
20 min
Lesson
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20 min
Type
Video Lesson
Difficulty
Beginner
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4
CSV Files and Excel-like Data
20 min
Lesson
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20 min
Type
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Beginner
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5
Exception Handling Explained
15 min
Lesson
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15 min
Type
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Beginner
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6
How Companies Store Data for AI
15 min
Lesson
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Duration
15 min
Type
Video Lesson
Difficulty
Beginner
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7
Assignment: Business Data Manager
3 questions
Assignment
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8
Quiz: Data Handling Basics
10 questions
Quiz
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Level 4: Data to Insights
Transform raw data into meaningful insights for business and AI systems.
7 modules
3.75 hrs
1
Why Data is the Backbone of AI
20 min
Lesson
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Duration
20 min
Type
Video Lesson
Difficulty
Beginner
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2
Introduction to NumPy (Minimal Usage)
20 min
Lesson
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20 min
Type
Video Lesson
Difficulty
Beginner
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3
Understanding Pandas DataFrames
25 min
Lesson
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25 min
Type
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Difficulty
Beginner
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4
Reading Data Using Pandas
25 min
Lesson
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25 min
Type
Video Lesson
Difficulty
Beginner
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5
Cleaning and Filtering Business Data
30 min
Lesson
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Duration
30 min
Type
Video Lesson
Difficulty
Beginner
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6
Assignment: Data Analyst Simulation
3 questions
Assignment
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7
Quiz: Data to Insights
10 questions
Quiz
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Level 5: Data Visualization & AI Landscape
Visualize data effectively and understand the broader AI ecosystem and careers.
7 modules
3.75 hrs
1
Why Data Visualization Matters
20 min
Lesson
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Duration
20 min
Type
Video Lesson
Difficulty
Beginner
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2
Creating Charts Using Python
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
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3
Understanding Trends and Patterns
25 min
Lesson
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25 min
Type
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Beginner
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4
AI Domains Explained: DS vs ML vs DL vs NLP vs GenAI
30 min
Lesson
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30 min
Type
Video Lesson
Difficulty
Beginner
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5
Career Mapping: Analyst to AI Practitioner
20 min
Lesson
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20 min
Type
Video Lesson
Difficulty
Beginner
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6
Assignment: Business Dashboard Builder
2 questions
Assignment
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7
Quiz: AI Big Picture
10 questions
Quiz
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Level 6: Machine Learning Foundations
Understand how machines learn from historical data without math complexity.
7 modules
3.67 hrs
1
What Machine Learning Really Is
25 min
Lesson
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25 min
Type
Video Lesson
Difficulty
Beginner
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2
Types of Machine Learning
25 min
Lesson
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25 min
Type
Video Lesson
Difficulty
Beginner
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3
Training vs Testing Explained Simply
25 min
Lesson
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25 min
Type
Video Lesson
Difficulty
Beginner
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4
Overfitting Explained with Examples
20 min
Lesson
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Duration
20 min
Type
Video Lesson
Difficulty
Beginner
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5
How Companies Use ML Models
20 min
Lesson
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Duration
20 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
6
Assignment: Student Performance Prediction
2 questions
Assignment
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7
Quiz: Machine Learning Foundations
10 questions
Quiz
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Level 7: Popular Machine Learning Models
Learn how different machine learning models solve different types of business problems.
7 modules
4.33 hrs
1
Linear Regression for Prediction Problems
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
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2
Logistic Regression for Yes/No Decisions
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
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3
K-Nearest Neighbors Explained Simply
25 min
Lesson
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25 min
Type
Video Lesson
Difficulty
Beginner
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4
Decision Trees and Explainable AI
25 min
Lesson
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25 min
Type
Video Lesson
Difficulty
Beginner
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5
K-Means Clustering for Customer Segmentation
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
6
Assignment: Machine Learning Use Case Lab
3 questions
Assignment
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7
Quiz: Popular ML Models
10 questions
Quiz
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Level 8: Deep Learning Demystified
Understand how neural networks and deep learning models work using intuitive explanations.
7 modules
4.25 hrs
1
What is a Neural Network?
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
2
Artificial Neural Networks (ANN) Basics
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
3
Convolutional Neural Networks (CNN) for Images
30 min
Lesson
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Duration
30 min
Type
Video Lesson
Difficulty
Beginner
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4
Recurrent Neural Networks and LSTM (Conceptual)
20 min
Lesson
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Duration
20 min
Type
Video Lesson
Difficulty
Beginner
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5
Using Pre-trained Deep Learning Models
20 min
Lesson
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20 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
6
Assignment: Vision AI Demonstration
2 questions
Assignment
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7
Quiz: Deep Learning Concepts
10 questions
Quiz
Coming Soon
Level 9: Natural Language Processing
Teach computers to understand and analyze human language.
7 modules
4.25 hrs
1
Introduction to Natural Language Processing
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
2
Text Tokenization and Stopwords
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
3
TF-IDF Explained Simply
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
4
Classical NLP Models and Their Limitations
25 min
Lesson
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25 min
Type
Video Lesson
Difficulty
Beginner
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5
Why Classical NLP Failed and LLMs Won
20 min
Lesson
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Duration
20 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
6
Assignment: Language AI Builder
2 questions
Assignment
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7
Quiz: NLP Fundamentals
10 questions
Quiz
Coming Soon
Level 10: Transformers & Large Language Models
Understand how modern Large Language Models like ChatGPT work under the hood.
7 modules
3.92 hrs
1
Why Traditional NLP Failed
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
2
Attention Mechanism Explained Visually
30 min
Lesson
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Duration
30 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
3
Transformers Architecture Explained Simply
30 min
Lesson
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Duration
30 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
4
Tokens, Context Window & Memory
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
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5
Why LLMs Hallucinate & How Context Helps
20 min
Lesson
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Duration
20 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
6
Assignment: LLM Behavior Exploration Lab
2 questions
Assignment
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7
Quiz: Transformers & LLMs
10 questions
Quiz
Coming Soon
Level 11: Prompt Engineering Mastery
Learn to control, structure, and optimize AI outputs for professional use cases.
7 modules
4.25 hrs
1
Prompt Engineering Fundamentals
25 min
Lesson
Coming Soon
Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
2
Role-Based Prompting Techniques
25 min
Lesson
Coming Soon
Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
3
Chain-of-Thought Prompting
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
4
Business Workflow Prompts
25 min
Lesson
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Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
5
AI Ethics, Bias & Risk Awareness
20 min
Lesson
Coming Soon
Duration
20 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
6
Assignment: Generative AI Content Studio
3 questions
Assignment
Coming Soon
7
Quiz: Prompt Engineering Mastery
10 questions
Quiz
Coming Soon
Level 12: GenAI Applications & RAG
Build real-world Generative AI systems used in modern organizations.
7 modules
4.92 hrs
1
Using Generative AI APIs with Python
30 min
Lesson
Coming Soon
Duration
30 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
2
Retrieval Augmented Generation (RAG) Explained
30 min
Lesson
Coming Soon
Duration
30 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
3
Vector Embeddings Explained Conceptually
25 min
Lesson
Coming Soon
Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
4
GenAI Application Architecture
25 min
Lesson
Coming Soon
Duration
25 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
5
How Companies Build Internal ChatGPT Systems
20 min
Lesson
Coming Soon
Duration
20 min
Type
Video Lesson
Difficulty
Beginner
Content Coming Soon
6
Assignment: AI Application Builder
2 questions
Assignment
Coming Soon
7
Quiz: GenAI Applications & RAG
10 questions
Quiz
Coming Soon
Final Boss Project: Capstone
Demonstrate end-to-end AI and Generative AI problem-solving skills using a real-world project.
1 modules
3 hrs
1
Capstone Project Submission
1 questions
Assignment
Coming Soon
Akram
akram@mentorxacademy.in
About the Instructor
Highly accomplished Corporate & Academic Trainer and Software Developer with 8+ years of experience in designing, developing, and delivering impactful technology solutions and training programs across Artificial Intelligence, Agentic AI, Generative AI (Gen AI), Large Language Models (LLMs), Machine Learning, Full Stack Development, Cybersecurity, DevOps, Cloud Computing, Internet of Things (IoT) , and Game Development. Expert in Data Analytics, Python Programming, IoT Systems, Power BI, Tableau, and Advanced Excel, with proven ability to design AI + IoT integrated solutions, deploy scalable cloud-based applications, and transform raw datasets into actionable business insights. Skilled in developing and deploying autonomous AI agents, ML models, RAG pipelines, and IoT-enabled smart solutions across industries such as healthcare, education, and logistics. Proven expertise in bridging cutting-edge innovations with real-world implementation — from autonomous AI agents to AI-powered enterprise platforms. Delivered 75+ corporate trainings, FDPs, and workshops, empowering 7000+ professionals and students in India and abroad.
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One-time payment • Lifetime Access
- Duration 51.92 hrs
- Modules 95
- Students 0
- Rating 0.0/5
- Certificate Yes
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Course Features
- 51.92 hrs of HD video content
- Hands-on practical assignments
- Interactive knowledge quizzes
- Industry-recognized certificate
- Mobile & desktop compatibility
- Unlimited lifetime access
- 24/7 instructor support
- Access to student community