AI & Data Science Diploma
Master Artificial Intelligence and Data Science from the ground up. Learn Python, Machine Learning, Deep Learning, NLP, and Data Analytics in one powerful program.
Explore AI + Data Science3
Months Duration
98%
Placement Support
30+
Real-World Projects
400+
Hiring Partners
Course Overview
AI Foundations & Neural Networks
Learn core AI concepts including search algorithms, logic, and neural networks that power modern intelligent systems.
Machine Learning & Predictive Modeling
Build and tune ML models using Python, scikit-learn, and real datasets to predict trends and automate decisions.
Natural Language Processing
Understand how machines interpret human language using NLP techniques like sentiment analysis, topic modeling, and transformers.
Computer Vision & Image Processing
Train AI systems to analyze visual data using OpenCV, CNNs, and deep learning techniques like image classification and object detection.
Program Modules
Module 1: Python & Data Foundations
- Python Programming Basics
- NumPy, Pandas, Matplotlib
- Jupyter Notebook & Git
- SQL and Data Handling
- Working with APIs & JSON
Sample Project: Covid-19 Data Tracker
Build a live dashboard using Python and Pandas to visualize global COVID-19 case trends with data pulled from APIs.
Module 2: Statistics & Data Analysis
- Descriptive & Inferential Statistics
- Probability Distributions
- Hypothesis Testing
- EDA with Seaborn & Matplotlib
Sample Project: E-commerce Trend Analysis
Analyze customer behavior and seasonal patterns in an online store using statistical methods and visualizations.
Module 3: Machine Learning
- Supervised Learning (SVM, KNN, RF)
- Unsupervised Learning (KMeans, PCA)
- Model Evaluation & Metrics
- Hyperparameter Tuning
Sample Project: Credit Score Prediction
Build ML models to predict creditworthiness using real bank loan datasets and scikit-learn techniques.
Module 4: Deep Learning & Neural Networks
- ANN, CNN, RNN using TensorFlow/Keras
- Transfer Learning
- Model Deployment
Sample Project: Handwritten Digit Recognizer
Train a deep learning model using CNN on the MNIST dataset to recognize digits from scanned handwritten documents.
Module 5: Natural Language Processing (NLP)
- Text Preprocessing & Tokenization
- Sentiment Analysis
- Topic Modeling
- Transformers & BERT
Sample Project: Sentiment Analyzer for Reviews
Build an NLP-based sentiment classifier for Amazon product reviews using logistic regression and transformer models.
Module 6: Computer Vision
- Image Processing with OpenCV
- Face & Object Detection
- YOLO & CNN Projects
Sample Project: Face Mask Detection App
Develop a real-time camera app that detects face masks using OpenCV and deep learning techniques.
Module 7: Business Intelligence & Visualization
- Dashboards with Power BI & Tableau
- Interactive Visualizations with Plotly
- Real-time Data Dashboards
Sample Project: Sales Dashboard for FMCG Brand
Create interactive dashboards that help management analyze performance, region-wise growth, and sales KPIs.
Module 8: Capstone & Cloud Deployment
- Capstone Project on Real Industry Problem
- Cloud Deployment with Streamlit/AWS
- Resume & Interview Prep
Capstone Project: AI-based Loan Approval System
Design and deploy a complete ML solution for loan eligibility prediction using real datasets on AWS Cloud.
Learning Methods
Real Dataset Practice
Work with actual business datasets from various industries to solve real-world data challenges.
Case Study Analysis
Analyze data science implementations at companies like Netflix, Uber, and Amazon to understand best practices.
Project-Based Learning
Complete 30+ hands-on projects covering all aspects of the data science lifecycle from collection to deployment.
Industry Simulations
Participate in realistic business scenarios and data challenges that mirror actual workplace environments.
Industry Expert Sessions
Learn from senior data scientists and analytics leaders from Fortune 500 companies and startups.
Certification Preparation
Prepare for industry certifications from Google, Microsoft, and Tableau to validate your expertise.
Career Opportunities
Data Scientist
Extract insights from complex data to drive strategic business decisions and build predictive models.
Data Analyst
Transform raw data into actionable insights through statistical analysis and data visualization.
Business Intelligence Analyst
Create dashboards and reports to support business decision-making and strategic planning.
Machine Learning Engineer
Implement and deploy machine learning models in production environments for business applications.
Quantitative Analyst
Apply statistical and mathematical models to financial data for investment and risk management decisions.
Data Engineering Specialist
Design and maintain data pipelines and infrastructure to support large-scale analytics operations.
Why Choose Abeyaantrix?
Industry-Standard Tools
Master Python, R, SQL, Tableau, Power BI, and cloud platforms used by leading data science teams.
Experienced Data Scientists
Learn from senior professionals with experience at Google, Microsoft, Netflix, and top consulting firms.
Real Business Cases
Work on actual business problems and datasets from various industries including finance, healthcare, and retail.
Flexible Schedule Options
Choose from weekend, evening, or intensive bootcamp formats designed for working professionals.
Portfolio Development
Build a comprehensive portfolio of data science projects to showcase your skills to potential employers.
Career Transition Support
Get personalized guidance for transitioning from any background into a successful data science career.
Our Hiring Partners
Our learners get placed at leading companies across AI, Analytics, and Cloud domains.
AI & Automation Solutions
AI Transformation Consulting
Healthcare AI Innovations
Big Data & Machine Learning
Enterprise Data Analytics
AI-Driven Business Intelligence
Program Benefits
Hands-On AI Projects
Apply your learning to real-world AI projects including chatbots, vision apps, fraud detection, and recommender systems.
Job-Oriented Curriculum
Courses crafted with industry experts to match skills expected by hiring managers across AI and data teams.
One-on-One Mentorship
Receive personalized guidance from experienced mentors and working professionals from top MNCs and startups.
Live Sessions & Recordings
Attend interactive sessions or revisit through recordings at your convenience, perfect for working professionals.
International Certification
Get a globally recognized diploma with career support for AI/Data Science roles in India and abroad.
Guaranteed Placement Support
Resume building, mock interviews, and job referrals through Abeyaantrix’s corporate hiring network.
Ready to Become a Data Science Expert?
Join thousands of professionals who have transformed their careers with our comprehensive data science program.
Enroll Now - Special Offer Available