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Certification in AI / ML & Python - Level 5

Learn from industry experts and experienced AI/ML engineers

Master 10+ industry tools including Python, TensorFlow, Scikit-Learn, and LangChain

Build Real-World AI/ML Projects and a Live Capstone Project

Register Now
AI / ML

4X

Global Awards

125% Average Salary Hike Post-Certification

5K+ students have
already registered.

Course Duration

Course Duration

6 Months

Eligibility

Eligibility

Open to everyone

Learning Mode

Learning Mode

Online / Hybrid / Offline

Why Choose This Course?

Learn Like a Cyber Expert, Lead Like a Global Tech Leader

Prestigious Certification

Prestigious Certification

Receive a professional Certificate of Completion from ASB Academy in partnership with Antier, strengthening your credibility and professional value in the global AI/ML industry.

Real-World Capstone Project

Real-World Capstone Project

Work on a complete AI/ML project designed to solve a real-world business problem, from preparing data and developing models to deploying a production-ready application.

Expert Mentors & Industry Insights

Expert Mentors & Industry Insights

Learn directly from senior engineers at Antier and experienced industry professionals who bring practical knowledge, production-level experience, and current AI insights into every session.

Placement Opportunities

Placement Opportunities

Get professional resume reviews, LinkedIn profile guidance, mock interviews, portfolio support, and placement assistance to help you prepare for high-growth roles in the technology industry.

Eligibility for Placement Support

Eligibility for Placement Support

75% Course Attendance and successful completion of the Capstone Project.

What Will You Learn?

Start your AI/ML journey with an industry-focused curriculum designed by experts at ASB Academy. This programme takes you from Python programming and Data Science to advanced Machine Learning, Deep Learning, Computer Vision, NLP, Generative AI, LLMs, deployment, and MLOps. You will gain job-ready skills through live coding sessions, real-world projects, practical assignments, and expert-led mentorship.

Python
NumPy
Pandas
Matplotlib / Seaborn
Scikit-Learn
TensorFlow / Keras
OpenCV
Hugging Face Transformers
LangChain
Docker
Python
NumPy
Pandas
Matplotlib / Seaborn
Scikit-Learn
TensorFlow / Keras
OpenCV
Hugging Face Transformers
LangChain
Docker
Python
NumPy
Pandas
Matplotlib / Seaborn
Scikit-Learn
TensorFlow / Keras
OpenCV
Hugging Face Transformers
LangChain
Docker

Course Overview

Tailored for excellence. Designed for your career goals.

1

Foundations of Python & Data Science

Weeks 1–8

Python Programming Fundamentals (Weeks 1–3)

  • Introduction to AI & ML
  • Python Installation & Environment Setup
  • Variables, Data Types, Operators
  • Conditional Statements
  • Loops
  • Strings
  • Functions
  • Lists, Tuples, Sets, Dictionaries
  • File Handling
  • Exception Handling
  • Project: Python Mini Applications

Advanced Python Programming (Weeks 4–5)

  • Advanced Functions
  • Lambda Functions
  • Map, Filter, Reduce
  • List Comprehensions
  • Iterators & Generators
  • Decorators
  • OOP Concepts
  • Inheritance, Polymorphism, Encapsulation
  • Modules & Packages
  • Virtual Environment
  • Git & GitHub Basics

Python Libraries for Data Science (Weeks 6–8)

  • NumPy
  • Pandas
  • Matplotlib
  • Seaborn
  • Plotly
  • Data Cleaning
  • Data Transformation
  • Exploratory Data Analysis (EDA)
  • Statistics for Data Science
  • Project: Data Visualization Report

Key Learning Areas

Key Learning Areas AI Illustration

Python Programming Fundamentals and Advanced Python Concepts

Data Analysis, Cleaning, Transformation and Visualization using NumPy, Pandas, Matplotlib & Seaborn

Machine Learning: Regression and Classification Techniques

Advanced Machine Learning using Ensemble Learning, XGBoost and SVM

Unsupervised Learning, Clustering, PCA and Anomaly Detection

Model Evaluation, Feature Engineering and Hyperparameter Tuning

Neural Networks and Deep Learning using TensorFlow & Keras

Computer Vision using CNN, Transfer Learning and OpenCV

Natural Language Processing using NLTK, SpaCy and Transformers

Generative AI, BERT, GPT Models, Prompt Engineering and LangChain

Reinforcement Learning, AI Deployment, Docker and MLOps Fundamentals

Live Capstone Project: Building and Deploying a Real-World AI/ML Solution

Python Programming Fundamentals and Advanced Python Concepts

Data Analysis, Cleaning, Transformation and Visualization using NumPy, Pandas, Matplotlib & Seaborn

Machine Learning: Regression and Classification Techniques

Advanced Machine Learning using Ensemble Learning, XGBoost and SVM

Unsupervised Learning, Clustering, PCA and Anomaly Detection

Model Evaluation, Feature Engineering and Hyperparameter Tuning

Neural Networks and Deep Learning using TensorFlow & Keras

Computer Vision using CNN, Transfer Learning and OpenCV

Natural Language Processing using NLTK, SpaCy and Transformers

Generative AI, BERT, GPT Models, Prompt Engineering and LangChain

Reinforcement Learning, AI Deployment, Docker and MLOps Fundamentals

Live Capstone Project: Building and Deploying a Real-World AI/ML Solution

Hands-on Projects

Customer Churn Prediction Engine

Customer Churn Prediction Engine

A subscription-based business wants to identify which customers are likely to cancel their service before they do. They need a system that can identify at-risk customers early so the retention team can take timely action.

YOU WILL

  • Build a Classification Model in Python using Logistic Regression and Random Forest.
  • Implement feature engineering pipelines to clean and prepare real-world customer datasets.
  • Ensure reliable model evaluation using Cross-Validation and ROC-AUC analysis.
  • Use Scikit-Learn to fine-tune hyperparameters and improve model accuracy.

SKILLS & TOOLS COVERED

Classification LogicPython ProgrammingFeature EngineeringModel EvaluationHyperparameter Tuning

Decision Output :  A fully validated, production-ready churn prediction model with a documented performance report, ready to handle real customer data.

Your Path to
Tech Leadership

1Step 1

Start Your Application

Fill out our quick online form to share your career goals, background, and interests. This helps our team understand your aspirations and match you with the right learning pathway.

2Step 2

Profile Review & Career Alignment

Shortlisted candidates will be invited for a brief interaction. This is where we discuss your career roadmap, review your eligibility, and ensure the programme aligns with your future ambitions.

3Step 3

Begin Your Mastery

Once enrolled, you get instant access to the ASB ecosystem. Start your journey with direct guidance from industry experts and gain hands-on experience with the latest AI and technology tools.

Process
Flow

Step 01

Submit Application

Step 02

Profile Review & Career Alignment

Step 03

Begin Your Mastery

Who Is This Course For?

Perfect for anyone looking to build, innovate, and lead in the AI/ML era. No advanced coding experience is required, as the programme begins with Python fundamentals before progressing to advanced technologies.

01 / 04

For Tech Professionals

  • Transition from traditional software development to AI/ML by mastering Python, model building, and production-grade deployment.
  • Build intelligent, data-driven applications and pipelines to solve complex business and analytics problems.
  • Optimize model performance and scalability using cloud deployment, Docker, APIs, and automated ML workflows.

IMPACT

Step into the AI revolution and lead the shift toward smarter, data-driven, and automated systems.

How is this course different from others?

Who Teaches You?

The ASB Advantage

Real Experts

You learn from the people who actually build tech for companies like Antier.

Other Programs

Textbook Teachers

Mostly taught by people who have never worked in a real tech office.

Getting Help

The ASB Advantage

Instant (24/7)

Our AI-Tutor fixes your mistakes and clears your doubts the second you get stuck.

Other Programs

Slow

You often have to wait hours or days for a teacher to reply to your message.

Where Can You Work?

The ASB Advantage

Global Jobs

We help you move to and find high-paying jobs in the USA, Dubai, or Australia.

Other Programs

Local Only

Most only help you find basic jobs nearby and have no international reach.

Connections

The ASB Advantage

Meet the Bosses

Talk directly to CEOs and Tech Founders every week in our 10X Club.

Other Programs

No Networking

You rarely get direct access to people who build or hire for Web3 roles.

Learning Style

The ASB Advantage

Building Real Apps

You spend your time building real AI models and predictive apps you can show to employers.

Other Programs

Just Theory

Too much time spent reading and writing notes, with very little actual building.

Interview Confidence

The ASB Advantage

AI Practice

Use our AI simulator to practice your interviews until you are 100% confident.

Other Programs

Basic Tips

They give you a simple resume template but don't help you practice speaking.

Modern Skills

The ASB Advantage

Today's Tools

You learn the exact Python, NumPy, and Pandas tools that top companies are hiring for right now.

Other Programs

Old Lessons

Often teach old technology that is no longer used in the real world.

The Future of AI/ML Is Here

42%

Of companies are actively using AI in their business operations, while many more are exploring how intelligent systems can improve efficiency and decision-making.

Key Takeaway

AI/ML is creating new possibilities across healthcare, finance, education, retail, manufacturing, marketing, and technology. As intelligent systems become more widely used, organizations need professionals who understand both the technical foundations and practical applications of AI. Developing these skills today can help learners stay relevant, solve meaningful problems, and prepare for emerging career opportunities.

97 Million

New roles connected to AI, data, automation, and emerging technologies are expected to create opportunities for professionals with future-ready digital skills.

Artificial intelligence is not a substitute for human intelligence; it is a tool to amplify human creativity and ingenuity.

Fei-Fei Li

AI Researcher and Professor at Stanford University

Fei-Fei Li

How Will ASB Academy Help You?

Global Placement Support

Get direct access to our network of 500+ hiring partners and international job opportunities. We provide personalized career coaching and resume building to help you land high-paying roles in India and abroad.

Global Placement Support

Eligibility: 75% Attendance and successful completion of your Capstone Project.

AI-First Learning Environment

Experience a smarter way to learn. With our 24/7 AI-Tutor, you get instant answers to your doubts at any hour. Plus, our AI Interview Lab lets you practice real-world interviews with instant feedback on your performance.

Real Industry Projects & Mentorship

Work on live projects designed by the engineering team at Antier. You will be guided by experts who build real-world AI/ML systems, ensuring you develop the exact skills that top companies are looking for right now.

Key Benefits

Global Job Support: Access career opportunities in India and international markets.

24/7 AI-Tutor: Receive instant support whenever you face a coding or technical challenge.

10X Club Access: Attend live sessions with CEOs, CTOs, and technology leaders.

Antier-Led Projects: Build real-world AI applications instead of completing only basic assignments.

AI Interview Practice: Improve your technical and communication skills through guided simulations.

Future-Ready Skills: Learn current AI, Machine Learning, Python, and deployment technologies.

International Bridge: Explore pathways to global universities and professional opportunities.

Strong Portfolio: Build a professional GitHub portfolio that stands out to hiring managers.

Frequently Asked Questions (FAQs)

This is a comprehensive 6-Month (24-Week) Professional Certification Programme in AI/ML & Python, taking you from core Python programming fundamentals to advanced Machine Learning, Deep Learning, NLP, Generative AI, deployment, and a live Capstone Project.

ASB Academy offers a Competency-Based Learning approach available in Online, Offline, and Hybrid modes to suit your schedule. This flexibility includes live expert sessions, self-paced learning modules, and access to physical technology hubs for in-person learning and workshops.

You will be taught by senior AI/ML engineers from Antier and experienced industry professionals. Instead of focusing only on theory, our mentors guide you through practical tools, real-world projects, and current industry workflows.

Yes. You will build Python applications, data analysis projects, Machine Learning models, Computer Vision systems, AI chatbots, and a complete Capstone Project that you can present to future employers.

Start Your
Journey

We are Here to Help You Succeed

Do you have a question about a course or your future?

Just send us a message! Our team is ready to guide you and give you everything you need to become an expert.