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.
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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.
Project-Based Learning
24 X 7 Doubt Support
Expert Mentors
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.
Hands-on, practical exercises designed to enhance your learning experience and reinforce the concepts covered in the course. These projects serve as crucial componen
A dedicated service provided with this course for free to help you overcome any doubt, at any time, and anywhere. So unlea
With a passion for teaching, our mentor(s) sessions will provide tailored guidance to all the aspiring coders. Launch a successful tech career with
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.
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
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
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
Lead Data Scientist at Lumiq
Sampurn Rattan, a distinguished Data Scientist shaping the BFSI landscape. With a track record as Lumiq's Lead Data Scientist, Sampurn orchestrates end-to-end solutions by assessing rules, collaborating with stakeholders, and crafting efficient model architectures.
Sampurn's journey, spanning roles from Senior Data Scientist to Lead, highlights his expertise in predictive modeling, AI, and ML. Proficient in Deep Learning frameworks like TensorFlow, Keras, PyTorch, he seamlessly integrates AWS tools, scripting in R and Python, and visualization with Tableau and Power BI. He's a database virtuoso, navigating SQL (MySQL, Oracle, Postgres) and NoSQL (Mongo), while excelling in tools like RStudio and Jupyter.
Sampurn's ingenuity shines through projects like Drishti Document AI, SmartUW for insurance underwriting, and Tikali's energy analytics.
Mentor at GeeksforGeeks
Sakshi Singhal is a highly accomplished mentor with expertise in Mathematics and a proven track record of success in national-level exams. She secured AIR 56 in CSIR-NET 2017 and AIR 117 in IIT JAM 2017, showcasing her exceptional proficiency in the subject.
A graduate of IIT Roorkee, Sakshi completed her Master’s in Mathematics in 2019, further strengthening her academic credentials. With over 4 years of teaching experience, she has mentored more than 8,000 GATE aspirants, equipping them with the knowledge and skills to excel. Her dedication to guiding and inspiring students has made her a trusted and sought-after mentor in Mathematics.
Data Scientist | Mentor | YouTuber | M.Tech @ IIT
An AI Researcher, Priya is an experienced Software Engineer and Mentor having experience of implementation in multiple projects related to Biomedical Imaging, Natural Language Processing, Deep Learning and Computer Vision. She was a Mentor at GeeksforGeeks. She has completed M.Tech Artificial Intelligence from IIT Hyderabad and is also one of the Reliance Foundation Scholar among top 40 postgraduate students from premier institutes for academic excellence in Reliance Foundation Scholarship in Artificial Intelligence and Computer Science for the year 2020-21.
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