Data Science Course | Data Science Full Course 2025 | Data Science One Shot Tutorial | Intellipaat
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Looking to kickstart your career in data science? This data science full course 2025 is your one-stop solution! In this data science course, we cover everything from basics to advanced concepts in a structured way, making it perfect for beginners. Whether you are looking for a data science tutorial for beginners, a data science one-shot video, or a data science course free, this tutorial has got you covered. Learn the core concepts, work on real-world projects, and get data science training to become job-ready.
This data science training course is designed for those who want to learn data science from scratch. We explore Python, statistics, machine learning, and deep learning, making it the ideal data science course for beginners. By the end of this data science full course, you’ll be equipped with the knowledge to build models, analyze data, and gain insights like a professional data scientist.
📖 Below are the topics covered in the video on 'Data Science Course | Data Science Full Course [2025]'
00:00:00 - Introduction to Data Science Course
00:02:35 - What is Data Science?
00:06:39 - Introduction to Data Science and Machine Learning
00:13:43 - Types of Data
00:24:08 - Components of Data Science Projects
00:36:46 - Data Science vs ML vs AI
00:48:57 - Heart Disease Prediction
01:14:39 - Types Of Machine Learning
01:40:26 - Linear Regression
02:46:13 - Hypothesis Functions
03:11:45 - Gradient Descent
04:43:49 - Advantages of Liner Regression
05:10:42 - Regression Model Evaluation Metrics
05:35:54 - Linear Regression for Classification
07:17:17 - Logistic Regression
08:14:09 - Decision Tree and Random Forest
10:20:50 - Project
11:01:43 - Data Science Interview Questions
FAQs on Data Science Full Course 2025
Q1: What is this Data Science Course about?
This data science full course 2025 is a data science training course that covers Python, machine learning, and AI. It’s ideal for beginners looking for a data science tutorial for beginners.
Q2: Can I learn Data Science for free?
Yes! This is a data science course free, so you can start your learning journey without any cost. It’s a complete data science full course with practical hands-on experience.
Q3: Is this Data Science One Shot video enough to get started?
Yes! This data science one-shot tutorial gives you a solid foundation. If you want more, check out our full data scientist course for in-depth learning.
Q4: Who should take this Data Science Training Course?
Anyone interested in data science training can enroll! Whether you’re a student, working professional, or career switcher, this data science training course will help you master the field.
➡ ️ 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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