3-Month Online Certificate Program in Data Science & Analytics with Python
In Association with Cognizance IIT Roorkee
Master AI. Build Real-World Projects. Get Placement-Ready.
Special Offer — Cognizance IIT Roorkee Exclusive
Register before March 14th and get an exclusive invite to the Campus Immersion Day at IIT Roorkee
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Why an AI Program Backed by Cognizance IIT Roorkee's Legacy?
Most courses teach theory. We prepare you for the industry.
3-Month Live Learning
Live interactive weekend sessions (Sat-Sun). Not pre-recorded.
Real-World Implementation
From Prompt Engineering to full Agentic Workflows. Theory → Project → Career.
Career Acceleration
Resume building, LinkedIn optimization, Mock interviews.
Backed by IIT Roorkee Legacy
India's premier technical institution since 1847 powering your AI career.
Your Gateway to the IIT Roorkee Legacy
Delivered by Aylence in official association with Cognizance, the annual technical festival of IIT Roorkee — India's first engineering institution (Est. 1847).
Cognizance IIT Roorkee is one of Asia's largest technical festivals, a premier platform for innovation and technology. By joining this program, you connect with the prestigious IIT Roorkee ecosystem and gain recognition backed by decades of academic excellence.
- Association: Certificate issued in collaboration with Cognizance IIT Roorkee
- Execution: Course delivery, mentorship, and career support by Aylence
Agentic AI & Machine Learning Curriculum
Complete Autonomous AI Engineer Program
Foundations of Data Science & Analytics
Day 1
- What is Data Science?
- Data Analytics vs Data Science vs BI
- Industry Applications
- Data Lifecycle
- Python for Data Science Overview
- Installing Jupyter / VS Code
- Understanding Datasets
- Introduction to CSV, Excel, JSON
Analyze a simple sales dataset and extract 5 business insights.
Python for Data Analysis
Day 1
- Variables, Lists, Dictionaries
- Functions & Loops
- NumPy Basics
- Data Manipulation Concepts
- Basic Statistics (Mean, Median, Variance)
Perform statistical summary of dataset.
Data Manipulation with Pandas
Day 1
- Pandas DataFrames
- Reading & Cleaning Data
- Handling Missing Values
- GroupBy Operations
- Filtering & Sorting
- Feature Engineering Basics
Clean and prepare a messy dataset for analysis.
Data Visualization
Day 1
- Importance of Data Visualization
- Matplotlib & Seaborn Basics
- Line, Bar, Scatter Plots
- Advanced Visualization
- Correlation Heatmaps
- Storytelling with Data
Create visual reports for business dataset.
Exploratory Data Analysis (EDA)
Day 1
- EDA Framework
- Identifying Patterns & Outliers
- Correlation Analysis
- Hypothesis Testing (Conceptual)
- Business Insight Extraction
Perform complete EDA on real dataset.
SQL for Data Analytics
Day 1
- Introduction to Databases
- SELECT, WHERE, GROUP BY
- Joins
- Aggregations
- Subqueries
Query large dataset and extract business KPIs.
Machine Learning Foundations
Day 1
- What is Machine Learning?
- Supervised vs Unsupervised Learning
- Training vs Testing Data
- Regression vs Classification
- Model Evaluation Metrics
- Overfitting vs Underfitting
Build a Simple Linear Regression Model.
Supervised Learning Models
Day 1
- Linear Regression
- Logistic Regression
- Decision Trees
- Random Forest (Conceptual + Basic Implementation)
Build Customer Churn Prediction Model.
Unsupervised Learning
Day 1
- Clustering Basics
- K-Means Clustering
- Dimensionality Reduction (Conceptual)
- PCA Overview
Customer Segmentation Analysis.
Model Evaluation & Optimization
Day 1
- Cross Validation
- Confusion Matrix
- Precision, Recall, F1 Score
- Hyperparameter Tuning (Conceptual)
- Feature Selection
- Model Comparison
Improve accuracy of previous ML model.
Dashboarding & Business Intelligence
Day 1
- Introduction to BI Tools
- Creating Dashboards
- KPI Design
- Storytelling for Stakeholders
- Presentation Techniques
- Exporting Reports
Create Interactive Business Dashboard.
Capstone Project Week
Full Week Practice
Students Choose One Domain:
- E-commerce Analytics
- Finance Analytics
- HR Analytics
- Marketing Analytics
- Healthcare Analytics
- Data Cleaning
- EDA Report
- ML Model (if applicable)
- Dashboard
- Business Recommendations
- Project Presentation
- Model Explanation
- Business Justification
- Resume & Portfolio Optimization
Walk into Interviews with a Portfolio, Not Just a Certificate.
Build and deploy an end-to-end AI solution solving real business problems.
AI Customer Support Agent
Build an intelligent agent that handles customer queries autonomously.
Automated Social Media Generator
Create AI-powered content generation and scheduling system.
Sales Lead Scoring & Automation
Develop ML-based lead qualification and automated outreach.
Certification & Placement Support
Upon successful completion, receive a co-branded certificate from Cognizance IIT Roorkee and Aylence — recognized across the industry and backed by the IIT Roorkee legacy.
Placement Support Includes:
Experience IIT Roorkee!
Register by March 14, 2026 and receive an exclusive invitation to Campus Immersion Day.
Feedback from Our Previous Workshops
Who Should Enroll?
Students (Pre-Final / Final Year)
Stand out from the crowd with an IIT Roorkee-backed AI certification and a portfolio of real projects.
Early-Career Professionals (0–3 Years)
Accelerate your career growth with in-demand AI skills and placement support from day one.
Career Switchers
Transition into AI with structured learning, hands-on projects, and career guidance from industry mentors.
This is a Career-Defining Program.
Live Instruction
No pre-recorded videos
Hands-On Mentorship
Real-time doubt solving
Outcome Focused
Placement-oriented structure
Your Future in AI Starts Here.
Certified by Cognizance IIT Roorkee
Batch Starting 18 April 2026. Limited Seats.
Contact Us
- Contact Now : +91 95999 51992
- Mail At : contact@aylence.com
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