Post Graduate Certification Program in Data Science and Machine Learning

Build practical expertise in Python, SQL, Statistics, Data Analytics, Machine Learning, Deep Learning and Predictive Modelling through live instructor-led training, real-world projects and industry-focused learning.

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About the Program

The Post Graduate Certification Program in Data Science and Machine Learning is designed to help learners develop strong analytical, programming and predictive modelling skills required in today’s data-driven industries.

The program covers Python, SQL, Statistics, Data Visualization, Machine Learning, Deep Learning and Model Deployment, with a strong focus on practical implementation.

Through live sessions, real-world datasets, industry projects and hands-on assignments, learners gain experience in solving business problems and building intelligent predictive solutions.

The program is suitable for graduates, working professionals and career switchers looking to build a career in Data Science and Machine Learning.

The Sifr Sophia Advantage

A career-focused learning experience designed to combine technical knowledge, practical implementation, mentorship and professional development.

1. Career Launch & Job Assurance

Get structured support with resume building, interview preparation, career counselling and relevant employment opportunities.

2. Dedicated Mentorship

Learn from experienced trainers and receive continuous guidance throughout your program journey.

3. Hands-On Learning

Work with real datasets, assignments and practical machine learning exercises based on industry scenarios.

4. Professional Certification

Earn a professional certification after successfully completing the required learning modules, projects and assessments.

5. Real-World Projects

Build portfolio-ready projects covering analytics, machine learning, predictive modelling and business problem-solving.

6. Domain Specialization

Understand how Data Science and Machine Learning are applied in finance, retail, healthcare, marketing, technology and operations.

WHAT YOU WILL LEARN

A Curriculum Built for the AI-Driven Industry

Foundations of Data Science

Build a strong foundation in Data Science by understanding how data is collected, cleaned, analyzed, and transformed into meaningful insights for business decision-making.

Topics Covered

Introduction to Data Science
Data Science Lifecycle
Structured & Unstructured Data
Data Collection & Cleaning
Exploratory Data Analysis
Business Analytics Fundamentals
Data-Driven Decision Making

Python Programming for Data Science

Build a strong foundation in Python and learn how it is used for data processing, analysis, automation and Machine Learning applications.

Topics Covered

Python Fundamentals
Variables & Data Types
Conditional Statements
Loops
Functions
Lists, Tuples & Dictionaries
NumPy
Pandas
Data Manipulation
Python for Analytics

SQL & Database Management

Develop practical SQL skills to access, manage and analyze large datasets stored in relational database systems.

Topics Covered

Database Fundamentals
SQL Queries
SELECT Statements
Filtering & Sorting
Joins
Subqueries
Aggregate Functions
GROUP BY
Window Functions
Advanced SQL
Data Extraction

Statistics & Probability

Develop the statistical foundation required to interpret data, identify patterns and build reliable Machine Learning models.

Topics Covered

Descriptive Statistics
Mean, Median & Mode
Variance & Standard Deviation
Probability Fundamentals
Probability Distributions
Sampling
Hypothesis Testing
Confidence Intervals
Correlation
Regression Fundamentals

Data Visualization & Business Intelligence

Learn how to represent complex datasets through visual reports and dashboards that support effective business decision-making.

Topics Covered

Data Visualization Principles
Charts & Graphs
Matplotlib
Data Storytelling
Power BI
Tableau
Dashboard Design
KPI Development
Interactive Reporting
Business Intelligence

Machine Learning Fundamentals

Understand the core concepts of Machine Learning and learn how algorithms use historical data to generate predictions and classifications.

Topics Covered

Introduction to Machine Learning
Supervised Learning
Unsupervised Learning
Training & Testing Data
Linear Regression
Logistic Regression
Classification
Clustering
Model Evaluation
Feature Engineering

Supervised Machine Learning

Learn how labelled data is used to train predictive models for classification and regression-based business problems.

Topics Covered

Linear Regression
Logistic Regression
Decision Trees
Random Forest
K-Nearest Neighbours
Support Vector Machines
Classification Models
Regression Models
Accuracy Metrics
Model Validation

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Certification

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Earn credentials that validate your investment banking expertise and set you apart in competitive finance hiring.

Step by Step

How Do I Join the PG Certification Program in Data Science and Machine Learning?

Step 1

Apply Online

Step 1

Assessment

Step 1

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Step 1

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Step 1

Join Program

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Fee Structure

Program Fee :

INR 2,10,000

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(All Inclusive)

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Expert-led online courses for real-world careers.

Programs

Sifr Sophia

Resources

D/8, Saudi Exporters, D Block, Sector 2, Noida, Uttar Pradesh 201301
Eden super market, Besides, opp. TMC Garden, Vihang Valley Phase 1, Sai Nagar, Kasarvadavali, Thane West, Thane, Maharashtra 400615
D/8, Saudi ExpEden super market, Besides, opp. TMC Garden, Vihang Valley Phase 1, Sai Nagar, Kasarvadavali, Thane West, Thane, Maharashtra 400615orters, D Block, Sector 2, Noida, Uttar Pradesh 201301

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