Get "Data Science & Analytics Pregraduation" Today
₹ 20,000/-
Get "Data Science & Analytics Pregraduation" Today
₹ 20,000/-
Get "Data Science & Analytics Pregraduation" Today
₹ 20,000/-
India's Career Ecosystem for Students
India's Career Ecosystem for Students
Data Science & Analytics Pregraduation
Data Science & Analytics Pregraduation
Data Science & Analytics Pregraduation
This program by Pregrad, powered by IBM, helps you master data analytics, visualization, and machine learning through live mentorship and industry-grade projects. Learn to turn raw data into business insights, earn global certification, and stay 10x ahead in the fast-growing world of data science.
This program by Pregrad, powered by IBM, helps you master data analytics, visualization, and machine learning through live mentorship and industry-grade projects. Learn to turn raw data into business insights, earn global certification, and stay 10x ahead in the fast-growing world of data science.
Tech
5 Star Reviews
Data Science & Analytics Pregraduation
Data Science & Analytics Pregraduation
Data Science & Analytics Pregraduation
Pregrad
Pregrad
This program by Pregrad, powered by IBM, helps you master data analytics, visualization, and machine learning through live mentorship and industry-grade projects. Learn to turn raw data into business insights, earn global certification, and stay 10x ahead in the fast-growing world of data science.
This program by Pregrad, powered by IBM, helps you master data analytics, visualization, and machine learning through live mentorship and industry-grade projects. Learn to turn raw data into business insights, earn global certification, and stay 10x ahead in the fast-growing world of data science.
₹ 20,000/-
₹ 20,000/-
Modules
About this Course
FAQs
Requirements
Module 1: Core Skills in Data Science
Excel & Tableau for Data Cleaning & Visualization
SQL Fundamentals & Queries
Python Basics – Data Types, Functions, Loops, and Libraries
Exploratory Data Analysis (EDA) and Statistics
Module 2: Applied Data Analytics
Advanced Pandas & Numpy for Data Manipulation
Regression Analysis & Hypothesis Testing
Data Visualization with Seaborn and Matplotlib
Statistical Inference and Probability Distributions
Module 3: Machine Learning & Deep Learning
Supervised and Unsupervised Learning
Model Evaluation and Optimization
Neural Networks and Introduction to Deep Learning
Specializations: NLP or Computer Vision Applications
Module 4: Advanced Tools & Deployment
Streamlit & Flask for Model Deployment
Experiment Tracking using MLflow
Containerization with Docker
CI/CD Pipelines & GitHub Actions for Automation
Module 5: Capstone & Career Launch
Capstone Project using a Real-World Dataset
Model Deployment & Reporting
Industry Pregraduation & Career Guidance
IBM Certification Preparation & Graduation
Tools & Technologies Covered
Python | SQL | Pandas | Scikit-learn | TensorFlow | Tableau | Excel | Seaborn | Streamlit | Flask | Docker | MLflow | GitHub Actions
Modules
About this Course
FAQs
Requirements
Module 1: Core Skills in Data Science
Excel & Tableau for Data Cleaning & Visualization
SQL Fundamentals & Queries
Python Basics – Data Types, Functions, Loops, and Libraries
Exploratory Data Analysis (EDA) and Statistics
Module 2: Applied Data Analytics
Advanced Pandas & Numpy for Data Manipulation
Regression Analysis & Hypothesis Testing
Data Visualization with Seaborn and Matplotlib
Statistical Inference and Probability Distributions
Module 3: Machine Learning & Deep Learning
Supervised and Unsupervised Learning
Model Evaluation and Optimization
Neural Networks and Introduction to Deep Learning
Specializations: NLP or Computer Vision Applications
Module 4: Advanced Tools & Deployment
Streamlit & Flask for Model Deployment
Experiment Tracking using MLflow
Containerization with Docker
CI/CD Pipelines & GitHub Actions for Automation
Module 5: Capstone & Career Launch
Capstone Project using a Real-World Dataset
Model Deployment & Reporting
Industry Pregraduation & Career Guidance
IBM Certification Preparation & Graduation
Tools & Technologies Covered
Python | SQL | Pandas | Scikit-learn | TensorFlow | Tableau | Excel | Seaborn | Streamlit | Flask | Docker | MLflow | GitHub Actions
Included In this Course
35+ hours of live mentor-led sessions
Structured 3-month learning journey from fundamentals to advanced skills
Lifetime access to recordings and resources
Real-world case studies and guided projects
Data Visualization Dashboard using Tableau
Machine Learning Model using Scikit-learn
End-to-End Data Pipeline Project (SQL + Python)
Model Deployment using Docker, Streamlit, and GitHub Actions
IBM Professional Certificate
Pregrad Completion Certificate
Project & Internship Certificates (Performance-based)
Course Level
Intermediate
Meet Your Mentors
Learn From People Who Are Actually Doing It
Pregrad Junior offers a cutting-edge learning experience designed to enhance knowledge and skills. With innovative teaching methods and personalized learning.
Meet Your Mentors
Learn From People Who Are Actually Doing It
Pregrad Junior offers a cutting-edge learning experience designed to enhance knowledge and skills. With innovative teaching methods and personalized learning.
Meet Your Mentors
Learn From People Who Are Actually Doing It
Pregrad Junior offers a cutting-edge learning experience designed to enhance knowledge and skills. With innovative teaching methods and personalized learning.
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Join the Hustlers Community free masterclasses, live bootcamps, zero cost to start.
A free, open community for students who want in on Pregrad's world before committing to a paid program — live masterclasses, bootcamps, and sessions run by founders, operators, and mentors, built to give a real taste of the skill and the ecosystem, not a lead-gen webinar in disguise.
Join the Hustlers Community free masterclasses, live bootcamps, zero cost to start.
A free, open community for students who want in on Pregrad's world before committing to a paid program — live masterclasses, bootcamps, and sessions run by founders, operators, and mentors, built to give a real taste of the skill and the ecosystem, not a lead-gen webinar in disguise.
Join the Hustlers Community free masterclasses, live bootcamps, zero cost to start.
A free, open community for students who want in on Pregrad's world before committing to a paid program — live masterclasses, bootcamps, and sessions run by founders, operators, and mentors, built to give a real taste of the skill and the ecosystem, not a lead-gen webinar in disguise.