AI and Machine Learning Course 2026 – Learn From Scratch | Topper Teachers
Master AI, ML, Deep Learning & NLP with Real Projects – Beginner to Advanced
Master AI, Machine Learning, Deep Learning & NLP with real-world projects. A complete beginner-to-advanced guide with hands-on exercises, datasets, quizzes & certificate.
AI and Machine Learning Course Description
Artificial Intelligence is transforming every industry — from business and banking to healthcare, robotics, defence, and startups. If you want a future-proof career, AI & ML are essential skills.
This AI and Machine Learning Course 2025 by Topper Teachers is designed exactly like a Udemy best-selling course — beginner-friendly, practical, and packed with hands-on projects.
Even if you have no prior coding experience, you will learn AI & ML step-by-step using simple explanations, real-world examples, assignments, and projects you can add to your resume.
You will explore AI fundamentals, machine learning algorithms, data preprocessing, neural networks, NLP, and even introductory Generative AI (LLMs).
By the end of this course, you will be able to build your own ML models, analyze datasets, automate tasks, and understand how AI systems work in real-world industries.
This course is perfect for students, beginners, working professionals, job seekers, freelancers, entrepreneurs, and absolute non-programmers.
What You Will Learn
By the end of this course, you will be able to:
✔ Understand what Artificial Intelligence & Machine Learning really are
✔ Work with real datasets and clean, preprocess, and prepare data
✔ Build Supervised, Unsupervised & Reinforcement Learning models
✔ Apply ML algorithms like Regression, Classification & Clustering
✔ Create your own Neural Network model
✔ Perform NLP tasks like sentiment analysis
✔ Build Deep Learning models like CNN
✔ Create a basic Generative AI text model
✔ Understand AI automation, industry applications & ethical concerns
✔ Build and deploy practical ML projects
✔ Strengthen your resume with real-world experience
Complete Course Curriculum
📍 Full Course Content Table
| Module No. | Module Name | Sub-Topics Included | Duration |
|---|---|---|---|
| 1 | Introduction to the EdTech Market | • Overview of EdTech Industry | |
| • Market Potential in India & Global | |||
| • Types of Online Learning Platforms | |||
| • Why Teach Coding Today | |||
| • Understanding Student Needs | 1 hr | ||
| 2 | Business Model for Your Coding Platform | • Freemium vs Paid Model | |
| • Subscription vs Course Purchase | |||
| • Instructor Commission Model | |||
| • Choosing the Right Monetization Strategy | 1.5 hr | ||
| 3 | Platform Planning & Blueprint | • Feature List (Student Panel, Instructor Panel, Dashboard) | |
| • Required Tech Stack | |||
| • Backend & Frontend Requirements | |||
| • Hiring Developers vs No-Code Platforms | 2 hr | ||
| 4 | Content Strategy & Course Creation | • Selecting Coding Topics (Python, Web Dev, AI, etc.) | |
| • How to Structure a Module | |||
| • Recording High-Quality Video Lessons | |||
| • Creating Assignments, Quizzes, Projects | 2 hr | ||
| 5 | Building the Platform (Technical) | • Website Structure | |
| • Admin Dashboard Features | |||
| • Instructor Registration Flow | |||
| • Payment Gateway Integration | |||
| • Live Class Integration (Zoom API) | |||
| • Mobile App Planning | 3 hr | ||
| 6 | Branding Your Platform | • Naming Your EdTech Brand | |
| • Creating Logo, Tagline, Identity | |||
| • Website UI/UX Best Practices | |||
| • Building Trust like Udemy & Coursera | 1 hr | ||
| 7 | Marketing & Growth Strategy | • SEO for Course Platforms | |
| • Social Media Marketing | |||
| • YouTube Strategy for EdTech | |||
| • Google Ads & Meta Ads | |||
| • Referral System & Affiliate Marketing | 2.5 hr | ||
| 8 | Student Acquisition & Engagement | • Creating Lead Magnets | |
| • Trial Courses & Free Classes | |||
| • Student Retention Strategies | |||
| • Learning Gamification Techniques | 1.5 hr | ||
| 9 | Instructor Onboarding & Management | • How to Attract Industry Experts | |
| • Commission Structure | |||
| • Instructor Dashboard Management | |||
| • Content Quality Guidelines | 1 hr | ||
| 10 | Technology Maintenance & Scaling | • Server Management | |
| • Storage & Cloud Scaling | |||
| • Error Handling & Bug Fixing | |||
| • Adding AI Tools (Chatbot, Auto-Quiz) | 2 hr | ||
| 11 | Legal, Policies & Compliance | • Terms & Conditions | |
| • Refund Policy | |||
| • Instructor Contracts | |||
| • Data Protection (GDPR, Indian IT Act) | 1 hr | ||
| 12 | Launching Your EdTech Platform | • Pre-Launch Campaign | |
| • Beta Testing | |||
| • Collecting Feedback | |||
| • Official Launch Strategy | 1 hr | ||
| 13 | Case Studies & Success Stories | • Udemy Model | |
| • Coursera Model | |||
| • WhiteHat Jr Model | |||
| • Indian EdTech Growth Cases | 45 min | ||
| 14 | Final Project & Certification | • Build Your MVP Platform | |
| • Submit Project | |||
| • Get Certified | 30 min |
Real Projects You Will Build
✔ House Price Prediction
Regression • Real datasets
✔ Email Spam Classifier
NLP • Classification
✔ Customer Segmentation Model
Unsupervised learning • Clustering
✔ Sentiment Analysis
NLP • Text analytics
✔ Handwritten Digit Recognition
Deep Learning • CNN
✔ Mini Generative AI Text Model
LLM basics • Text generation
These real-world projects help you build a strong resume & portfolio.
Requirements
No prior coding experience required
A laptop with internet connection
Basic mathematics understanding (not mandatory)
Curiosity & willingness to learn
Who This Course Is For
Students
Beginners in AI/ML
Non-programmers
Job seekers
Software developers
Data enthusiasts
Entrepreneurs
Researchers & engineers
This course is designed for everyone.
Course Includes
✔ 7+ hours on-demand video
✔ 46 lectures across 10 modules
✔ 100% beginner-friendly
✔ Real datasets for practice
✔ Assignments + 2 practice tests
✔ Downloadable resources
✔ Certificate of completion
✔ Lifetime access
✔ Access on mobile, laptop & TV
✔ Updated for 2025
Pricing
Discounted Price: ₹10,000
Original Price: ₹1,00,000
You Save: 90% off
Certificate of Completion
You will receive an industry-recognized certificate after completing the course.
Perfect for:
✔ Resume
✔ Job applications
✔ Internships
✔ LinkedIn profile
Instructor Message
“Whether you’re a complete beginner or looking to expand your skills, this course will give you the practical knowledge you need to understand Artificial Intelligence and build real Machine Learning models. Join us and start your journey into the world of AI!”
Enroll Now
👉 Start learning AI & ML from scratch
👉 Build real-world projects
👉 Receive a professional certificate
👉 Lifetime access included
Topper Teachers Academy – Skill Courses
Upgrade your career with industry-focused Skill Development Courses at Topper Teachers Academy. We provide practical training, expert mentorship, and placement guidance to help students build job-ready skills.
Whether you are preparing for competitive exams or looking to enhance professional skills, our structured courses are designed for real success.
📍 Contact Us
📞 Call / WhatsApp: 7020522015
Enroll today and start building your future with confidence.