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If you're looking for a data science full course that covers everything from beginner to advanced, you've landed at the right place! This data science training is designed for everyone—whether you're just starting out or looking to sharpen your skills. Learn through this comprehensive data science full course with project guidance, hands-on sessions, and real-world examples.
This is not just any data science tutorial—this is a complete data science course covering topics like Python, Machine Learning, Deep Learning, and more. Whether you want to learn data science from scratch or upskill to become a professional data scientist, this data science free course has got you covered.
Through this video, you'll explore the core components of a data science course, gain practical exposure through real-time projects, and understand how to apply data-driven techniques in real-world scenarios. Our data science full course offers a structured path for aspiring data scientists, and this data science full course with project ensures you're not just learning theory, but also applying it effectively.
📖 Below are the topics covered in the video on 'Data Science Course | Data Science Full Course [2025] :
00:00:00 - Introduction to Data Science Full Course
00:02:43 - What is Data Science?
00:06:47 - Introduction to Machine Learning
00:24:29 - What is Regression?
01:10:38 - Introduction to Logistic Regression
01:39:41 - What is Classification?
02:12:41 - Confusion Matrix
03:12:07 - Recommendation Engine
03:54:02 - Topology of a Neural Network
04:06:56 - Why Artificial Intelligence?
04:20:07 - What is Machine Learning?
04:29:22 - Machine Learning Algorithms
04:31:13 - Introduction to Deep Learning
04:38:09 - Deep Learning Frameworks
04:41:35 - What is Tensors?
05:30:32 - Limitations of Single-Layer Perceptron
05:42:58 - Backpropagation Algorithm
06:05:42 - Gradient Descent
06:15:44 - Adam Optimization Algorithm
06:31:13 - Modeling with Keras
07:27:44 - Convolutional Neural Networks
07:52:58 - Recurrent Neural Networks
08:37:04 - Project on SVD + Netflix Project Recommendation Engine using SVD
10:24:06 - Interview Questions
🔍 Frequently Asked Questions
1. What is this Data Science Course all about?
This data science full course by Intellipaat is a step-by-step guide that starts from the basics and goes all the way to advanced concepts. It's a perfect data science course for beginners as well as professionals.
2. Can I learn Data Science from scratch with this tutorial?
Absolutely! This is a full data science tutorial that lets you learn data science even if you have zero prior experience. It’s built to help you become a job-ready data scientist with our interactive modules and practical assignments.
3. Is this really a Data Science Free Course?
Yes, this is a data science free course by Intellipaat! It’s designed to democratize access to quality data science training and allow learners to pick up skills without any cost.
4. Does this include a Data Science Full Course with Project?
Definitely. This data science full course with project includes end-to-end real-time projects to help you apply what you learn, ensuring hands-on experience and better understanding of data science tools and techniques.
➡️ About the Course
This online Data Science course, in collaboration with iHUB, IIT Roorkee & Microsoft, will help you to elevate your Data Science career. In this course you will master skills like Python, SQL, Statistics, Machine Learning, AI, Power BI & Generative AI, along with real-time industry-oriented projects.
➡️ Key Features
✅ 50+ Live interactive sessions across 7 months
✅ 218 Hrs Self-paced Videos
✅ 50+ Industry relevant Projects & Quizzes
✅ Live Classes from IIT Faculty & Industry Experts
✅ Certification from iHub IIT Roorkee & Microsoft
✅ 2 Days Campus Immersion at iHub IIT Roorkee
➡️ What’s Covered in This Program?
✅ Linux and Python Fundamentals
✅ Data Wrangling with SQL
✅ Python with Data Science
✅ Linear Algebra and Advanced Statistics
✅ Machine Learning and Prediction Algorithms
✅ Supervised and Unsupervised Learning in ML
✅ Deep Learning with TensorFlow
✅ Generative AI & Prompt Engineering
✅ Deploying Machine Learning Models on Cloud
✅ Data Visualization Tool Power BI
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