Complete Machine Learning & Data Science Course
578k+ interested Geeks
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Become an industry-ready Data Scientist from the ground up.
- Master the end-to-end lifecycle: clean, analyze, and visualize complex datasets.
- Advance from Python and Statistical Mathematics to specialized applications with Spacy and OpenCV.
- Automate web scraping pipelines and build predictive models with SQL and XGBoost.
- Evaluate and present your analytical insights through dynamic dashboards using Power BI and Tableau.
- Work on 25+ real-world guided projects to enhance your portfolio.
Beginner to Advanced12 Weeks
Beginner FriendlyCourse CertificateIndustry ReadinessCapstone Projects
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Course Overview
170+ Hours of
Video Content
Video Content
950+ Practice
MCQs
MCQs
550+ In-depth
Articles
Articles
100+ Practice
Problems
Problems
Python Programming & Automation
Master Python basics, OOP, and file handling to build robust automated scripts and data scrapers.
Applied Mathematics & Statistics
Grasp core algorithms deeply via probability, statistics, calculus, and linear algebra.
Comprehensive Data Wrangling
Clean, transform, and analyze datasets using Pandas, NumPy, and Excel Power Query.
Database Management & SQL
Utilize advanced SQL and query optimization to efficiently retrieve enterprise data.
Business Intelligence & Dashboarding
Design interactive, dynamic dashboards with Power BI, DAX, and Tableau.
Predictive Machine Learning
Train and evaluate supervised, unsupervised, and ensemble models, including XGBoost.
NLP & Computer Vision
Build text prediction models with Spacy and manipulate real-time video using OpenCV.
For Your Resume
Skills You'll Gain
Data Preprocessing & Cleaning Exploratory Data Analysis (EDA) Statistical Hypothesis TestingWeb Scraping & Automation Database Query Optimization Interactive Data Visualization & DashboardingMachine Learning Algorithm Design Natural Language Processing (NLP) Computer Vision & Real-time Image Processing Time Series Forecasting & Anomaly Detection
Tools You'll Learn
Python
Pandas & NumPy
SQL & MongoDB
Microsoft Excel
Selenium
Power BI & Tableau
Spacy (NLP)
OpenCV (Computer Vision)
XGBoost & AdaBoost
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Course Content
01Python 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
02Maths for Data Analysis
Statistics
- Descriptive Statistics, and Sampling
- Hypothesis Testing, Correlation and Covariance
Probability
- Introduction to Probability, Probability Distributions
- Bayes Theorem
03Comprehensive 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
04SQL 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
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?
02
Will I get internship certificate after completing this course ?
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Are refunds offered for courses?
04
What are the prerequisites and required software/hardware?
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