Data Science Full Course 2025 - Learn Complete Data Science | Data Science Course FREE | Intellipaat
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đź”— To Access Free Learning Resources such as the Data Science Roadmap, Data Science Project DataSet, please click here: https://rb.gy/glakh8
#DataScienceFullCourse #DataScienceCourse #DataScienceForBeginners #LearnDataScience #Intellipaat
This Data Science Full Course 2025 by Intellipaat blends knowledge of multiple disciplines like programming, statistics and machine learning to help you acquire all the skills essential to do data science chores! Whether you're a complete beginner or someone looking to upskill, this data science course is your one-stop solution, which covers theory, practical implementations to real-world data science projects.
This data science tutorial for beginners is designed to match the latest industry standards of 2025. This insight-packed video features an industry expert interview, guided practical sessions, an interview preparation guide, a project, guidance on recent generative AI development, etc.
Throughout this data science full course 2025, you'll learn essential skills required in the field of data science, including Python programming, data visualization, predictive modeling, and machine learning for data science. By the end of this data scientist full course, you’ll be equipped with the right skills to land jobs in data science, whether as a junior analyst or an absolute fresher.
Topics covered in this Data Science Full Course video:
00:00:00 - Introduction to Data Science Full Course
00:01:46 - What is Data Science?
00:06:46 - Data Science Roadmap
00:18:00 - Data Science Lifecycle
00:25:01 - Data Scientist Job Description
00:38:06 - Python For Data Science
00:40:47 - Pandas For Data Science
01:46:48 - Exploratory Data Analysis (EDA)
02:25:45 - Machine Learning Types
02:38:00 - Linear Regression
05:54:10 - Logistic Regression
06:34:06 - SVM
06:35:48 - Decision Tree
06:38:24 - Clustering (K Means)
07:33:35 - Data Science Project
08:54:10 - Discussion on How to Become a Data Scientist
09:41:56 - Data Science Interview Question
10:47:11 - AI Agent From Scratch
11:08:27 - MCP Server Tutorial
đź”— Supporting Media (The Detailed Deep-Dive Material)
1. Logistic Regression: https://youtu.be/29F-fXvowoI
2. SVM : https://youtu.be/2I8TJBfGml0
3. Decision Tree: https://youtu.be/JmAVQ5fDikk
FAQs:
Q1: What is covered in this Data Science Full Course 2025?
This data science full course 2025 includes Python programming, machine learning, statistics, visualization, and real-world data science projects, giving you complete data science training from beginner to advanced level.
Q2: Is this data science course really free?
Yes! Intellipaat offers this data science course free so anyone can access quality data science training without spending a dime. You can start learning the core concepts of data science and machine learning at your own pace.
Q3: Who is this Data Science Tutorial for Beginners suitable for?
This data science tutorial for beginners is ideal for students, working professionals, and career switchers who want to learn data science from scratch with a structured and industry-aligned approach.
Q4: Will I work on real data science projects in this course?
Absolutely. This data science training course includes multiple data science projects that simulate real-world scenarios, giving you practical experience and making you job-ready.
➡️ 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
âś… 50+ Live interactive sessions across 7 months
âś… 218 Hrs Self-paced Videos
âś… 50+ Industry relevant Projects & Quizzes
âś… Live Classes from IIT Faculty & Industry Experts
âś… Certification from iHub IIT Roorkee & Microsoft
âś… 2 Days Campus Immersion at iHub IIT Roorkee
➡️ What’s Covered in This Program?
âś… Linux and Python Fundamentals
âś… Data Wrangling with SQL
âś… Python with Data Science
âś… Linear Algebra and Advanced Statistics
âś… Machine Learning and Prediction Algorithms
âś… Supervised and Unsupervised Learning in ML
âś… Deep Learning with TensorFlow
âś… Generative AI & Prompt Engineering
âś… Deploying Machine Learning Models on Cloud
âś… Data Visualization Tool Power BI
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