Data Science Project Based Learning
573k+ interested Geeks
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Master Data Science and Machine Learning with this intensive project-first course by GeeksforGeeks. Learn Python, Statistics, Analytics, ML by completing industry-level projects. Build a Job-ready portfolio with Expert online classes.
Beginner to Advanced12 Weeks
Beginner FriendlyCourse CertificateIndustry ReadinessCapstone Projects
Build a strong base for your AI career- Master ML & DS!
Build a strong base for your AI career- Master ML & DS!Course Overview
Python for Data Science
Build strong Python fundamentals, OOPs, file handling, and data science workflows.
Build strong Python fundamentals, OOPs, file handling, and data science workflows.
Statistics & Math Foundations
Master linear algebra, calculus, optimization, and statistical concepts used in ML.
Master linear algebra, calculus, optimization, and statistical concepts used in ML.
Data Analytics
Analyze real-world data using Python, Excel, SQL, Power BI, and web scraping.
Analyze real-world data using Python, Excel, SQL, Power BI, and web scraping.
SQL & Databases
Query, join, aggregate, and analyze data using advanced SQL techniques.
Query, join, aggregate, and analyze data using advanced SQL techniques.
Machine Learning
Learn regression, classification, clustering, and feature engineering.
Learn regression, classification, clustering, and feature engineering.
AI Fundamentals
Understand how AI and machine learning power modern data-driven systems.
Understand how AI and machine learning power modern data-driven systems.
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Course Content
01Module 1: Python Basics for Data Science
Python Fundamentals
- Getting Started with Python, Conditionals and Flow Control, Data Structures
- Function, OOPs, Special Functions, Exceptions
File I/O and Operating System
- Getting Started with Files, JSON and CSV Handling
- OS fundamentals, OS with Python, Managing Environment Variables
02Module 2: Maths for Data Analysis
Statistics
- Descriptive Statistics, and Sampling
- Hypothesis Testing, Correlation and Covariance
Probability
- Introduction to Probability, Probability Distributions
- Bayes Theorem
03Module 3: Comprehensive Data Analysis
Data Analysis with Python
- Introduction to Data Analytics
- Getting started with Pandas, Introduction to EDA
- Data Cleaning, Data Visualization
- Data Analytics with MongoDB, Data Analytics with AI
Data Analysis with Excel
- Overview of Excel Interface, Navigating Sheets Efficiently
- Math Functions, Logical Functions, Text functions, Lookup Functions
- INDEX MATCH, xIF Functions, Nested Functions
- Power Query: Import, Transform, Merge, Append, Pivot tables from multiple sources
- Dynamic Dashboards, Slicers, Combo Charts, Layout Optimization
Retrieving Data using Web Scraping
- Introduction To Web Scraping, Working with Selenium
- Scraping Text, Images, Videos and Real-time Data
- Web Scraping Automation
Reframing Data with NumPy
- NumPy Arrays, Essential Array Operations
- Linear Algebra with NumPy
- Working with Files, Data Cleaning and Analysis with NumPy
- NumPy Beyond Numbers
04Module 4: SQL for Data Analysis
Moving from Basics to Advanced SQL
- SQL-Fundamentals, Data Retrieval with SQL, Data Cleaning with SQL
- Advanced SQL Techniques, Query Optimisation Techniques
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What Sets Us Apart
24 X 7 Doubt Support
AI Chat Support for instant doubt resolution, plus a dedicated Teaching Assistant exclusively assigned to your batch.
Recognised Certification
Earn an industry-recognized GeeksforGeeks Training Certificate for credible validation, career advancement, and lifetime
Placement Assistance
Get end-to-end career support, Personalized Career Mapping, Tailored Job Opportunities, Resume & LinkedIn Optimization
Complimentary Course
You also get 21 Projects in 21 Days with daily ML and GenAI builds, ending with 21 portfolio-ready AI projects.
Course Benefits
1-year Access to the online Course materials and Premium Recorded videos
Pricing
Testimonials
Learning will never become old, you must update yourself over time, and it will improve every aspect of life.
Great thanks to GeeksforGeeks for quali...
Ram Sharma
Placed at The Bharat Groups
Before joining the Geeks for Geeks "Data Science live" course, I had only a basic knowledge of python. But after joining the live classes I acquired a...
ABDULLAH FAZILI
Placed at GeeksforGeeks
As a newbie in the field of Data Science, Python, and Machine Learning, this course was extremely helpful to me in a variety of ways. First, it was so...
Eshant Das
Placed at GeeksforGeeks
I found the course to be very informative and well-structured. The materials and resources provided were helpful and gave me a solid understanding of ...
Prateek Singh
Placed in Ericsson Global India Limited
This course helped me enhance my data analytics skills, enabling me to analyze large datasets effectively, derive meaningful insights, and make inform...
Sagar Patle
Got Placed at Quantity kiosk Technology
In this course I was able to understand all the concepts clearly and also I did projects which helped me to get hands on practice on language and tool...
Harsh
Placed at Marvell
Frequently Asked Questions
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How long will I get access to the online course material available with this course?
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Will I get internship certificate after completing this course ?
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Are refunds offered for courses?
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What are the prerequisites and required software/hardware?
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