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Complete Machine Learning & Data Science Program

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interested count246k+ interested Geeks

Course Description

Unleash your inner data scientist with our Machine Learning & Data Science program. 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. So Master the Art of Data Science Now!

levelBeginner to Advancecourse duration26 Weeks
Beginner FriendlyCourse CertificateIndustry ReadinessCapstone Projects
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Complete 90% Course within 90 Days & Get 90% Refund!

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Course Overview

  • 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
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Three 90 Challenge

We were listening, and we heard you loud and clear. The Three 90 challenge is back and this is your chance to get 90% of your fee back in just 90 days!

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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.

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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

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Recognised Certification

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

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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

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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

  • Tableau - Introduction to Tableau, Understanding Parameters, Basic Plots, Fundamentals of Tableau, 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
    Projects: Sales and Revenue Analysis, Customer Segmentation and Profiling, Social Media Sentiment Analysis

  • Streamlit - Getting started with Streamlit, Page Beautification, Working with Data, Introduction to Data Visualization, Deployment
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
  • Projects - 
    • MNIST Handwritten Digit Recogniser, Titanic Survival | EDA,
    • PubG Predictive Analysis, Human Activity Recognition using Smartphone data,
    • Predicting solar Irradiance
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Reviews and Ratings

Eshant Das
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.

Reviews and Ratings

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.
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
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.

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