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Complete Machine Learning & Data Science Program

Live Course
interested count326k+ interested Geeks

The Complete Machine Learning & Data Science Program is a comprehensive live course designed to take you from beginner to expert in machine learning and data science. Explore a 360-degree learning experience designed for geeks who wish to get hands-on Data Science and ML. Mentored by industry experts; learn to apply DS methods and techniques, and acquire analytical skills. Join us to gain practical knowledge and become proficient in Data Science.


levelBeginner to Advancecourse duration26 Weeks
Beginner FriendlyCourse CertificateIndustry ReadinessCapstone Projects
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    Course Overview

    ML and Data Science Live Course - Overview

    The Complete Machine Learning & Data Science Program by GeeksforGeeks is an all-encompassing course designed to take you from a beginner to an advanced level in the world of data science and machine learning.

    This 6-month live Data Science course is perfect for tech enthusiasts, students, and professionals alike who are eager to gain hands-on experience in the data science field. The complete Data Science course covers a wide array of topics, starting with Python programming basics and essential data science libraries like Numpy and Pandas. 

    Learn data analytics, machine learning algorithms, and AI concepts, ensuring you build a strong foundation. You will also explore specialized areas like deep learning, image processing, and natural language processing (NLP). With 20+ programming tools and libraries, 40+ industry-relevant projects, and live sessions with industry mentors, this Complete Machine Learning & Data Science Program provides a robust and practical learning experience.

    Machine Learning & Data Science Course - Highlights

    • 20+ Programming Tools & Libraries
    • 40+ Industry Projects
    • Weekly Live Session with Industry Mentor
    • Regular Live Doubt Solving Sessions with Industry Expert
    • Career Essential Soft Skills Program
    • Designed for both Students & Working Professionals
    • Career Guidance Session
    • 6 months of one-on-one 24X7 Doubt Assistance
    • Supplementary Certification Questions materials provided for certifications such as Google, AWS, and IBM.

    Projects We Covered:

    • Black Friday Sales Data Analysis
    • Data Visualization on Heart Disease Dataset
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    What Sets Us Apart

    Project-Based Learning

    24 X 7 Doubt Support

    Recognised Certification

    Expert Mentors

    Course Features
    Project-Based Learning

    Hands-on, practical exercises designed to enhance your learning experience and reinforce the concepts covered in the course. These projects serve as crucial components in the learning journey, as they allow you to apply the knowledge and skills gained in real-world scenarios. Eg: Wikipedia Scraper, PubG Predictive Analysis, Spell Checker & many more.

    Read more

    What Sets Us Apart

    Project-Based Learning

    Hands-on, practical exercises designed to enhance your learning experience and reinforce the concepts covered in the course. These projects serve as crucial componen

    Read more...
    24 X 7 Doubt Support

    A dedicated service provided with this course for free to help you overcome any doubt, at any time, and anywhere. So unlea

    Read more...
    Recognised Certification

    Boost your coding street cred! Excel in the tech landscape with our comprehensive course and prestigious certificates that

    Read more...
    Expert Mentors

    With a passion for teaching, our mentor(s) sessions will provide tailored guidance to all the aspiring coders. Launch a successful tech career with

    Read more...

    Course Content

    01Python for Data Science

    • Introducing Python - Python Basics, Operators, Loops, Functions, Strings, List, Tuples, Dictionary, Set, Object-oriented concepts(OOPs) and much more.

    • Data Toolkit - Getting started with Files, Inventory Management System with Files, Inventory Management System with JSON, Mastering Numpy Arrays, Getting Started with OS , Jupyter Notebook Setup, OS with Python, etc.

    • Libraries - Numpy, Pandas, Matplotlib, Streamlit, etc.

    02Mathematics

    • Maths for Data Analysis: Basic Probability for Data Science, Statistics, Probability Distribution, Inferential Statistics, and much more

    • Maths for ML & AI: System of Linear Equation, Matrix, Vectors, and Calculus, etc

    03Data Analytics

    • Data Analysis with Python: Getting started with Pandas, Data Preprocessing with Google Play store, Introduction to EDA, Data Cleaning, Data Visualization, Data Analysis

      Projects: Sugarcane Production, Black Friday Sales Data Analysis, Data Visualization on Heart Disease Dataset, GDP Analysis

    • Excel: Exploring Data, Preparing Data, Analysing Data, Important Interview Questions

      Projects: Sales Data Analysis Using Covered Functions and Pivot Tables

    • Power BI - Introduction to Power BI, Understanding Parameters, Basic Plots, Fundamentals of Power BI, Designing the Plots, etc

      Projects: Superstore Sales Analysis Dashboard, Covid-19 World Dashboard

    • Web Scraping - Learn how to Scrape, Selenium, Image Dataset Creation, and much more

      Projects: Wikipedia Scraper, Youtube Scrapper, Stock Images Infinite Scroll

    • SQL - Databases Fundamentals, SQL Fundamentals, Data Manipulation(DML), Querying, Intermediate SQL Queries, Joining and combining Data, Set Theory Clauses, Subqueries, Window Functions, Data Preprocessing and analysis

    04Machine Learning & AI

    • Introduction to AI, How Data Science Comes into Play, 

    • Linear Regression, Multiple Linear Regression & Polynomial Linear Regression,

    • Support Vector Machines, Decision Trees, Random Forests,

    • Classification Algorithms, Clustering Algorithms, Feature Engineering, and much more

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    Reviews and Ratings

    Shrey Gupta
    Shrey Gupta
    Its nice but some of them are not very clear like they mix all the stuff and in most of the videos datasets are not available

    Reviews and Ratings

    user profile
    Eshant Das
    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 easy to understand that I was able to write fluently in a basic level python course. Secondly, the questions that were provided with each section really helped me to gain confidence. The order in which the course was aligned is fantastic I found it to be incredibly simple to understand the theory, and I was also able to answer questions based on data science thanks to that course. Mentors gives an extremely engrossing introduction to all facets of machine learning.
    user profile
    Ramratan Sharma
    Placed at The Bharat Groups
    Learning will never become old, you must update yourself over time, and it will improve every aspect of life. Great thanks to GeeksforGeeks for quality content, your Data Science live course is awesome, especially thanks to Sandeep Jain for great content.
    user profile
    ABDULLAH FAZILI
    Placed at GeeksforGeeks
    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 all the required skills from mentors who are real-life industry experts. They gave me the confidence I needed to work on the projects and how you'll turn boring raw data into something valuable using various libraries like Seaborn, Matplotlib, Pandas, Numpy, etc. The best aspect of my course is the material offered by geeks for geeks, and the journey goes from basic to intermediate to advanced level. It helped me plenty. I expressed my gratitude towards the GeeksforGeeks family, in particular to Arpit Jain Sir, who was so nice as to answer all of our queries patiently.

    Frequently Asked Questions

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