Data Science Full Course (2025) | Data Science Course FREE | Intellipaat
1,100This Data Science Full Course 2025 by Intellipaat is a complete learning path to master data science from scratch. It starts with an introduction to what is data science, then takes you through the basic Python understanding you need to get started in Data Science. Followed by that, you will go through hands-on sessions for learning libraries like Pandas and Matplotlib for data analysis and visualization. As you advance, you'll explore Exploratory Data Analysis (EDA) and understand different types of machine learning algorithms.
The course covers key ML models such as Linear Regression, Logistic Regression, Support Vector Machines (SVM), Decision Trees, and K-Means Clustering, each explained step by step. You’ll also build a real-world Data Science project (Recommendation System) and prepare for the job market with a detailed session on Data Science Interview Questions. Whether you're a beginner or switching careers, this complete data science course equips you with the practical skills to become job-ready in 2025.
Below are the topics covered in Data Science Full Course 2025:
00:00:00 - Introduction to Data Science Full Course
00:01:33 – What is Data Science?
00:06:26 – Python for Data Science
00:09:06 – Pandas for Data Science
01:15:09 – Data Visualization with Matplotlib
02:05:33 – Exploratory Data Analysis (EDA)
02:44:30 – Types of Machine Learning
02:56:51 – Linear Regression
06:13:00 – Logistic Regression
06:53:27 – Support Vector Machine (SVM)
06:55:09 – Decision Tree
06:57:27 – Clustering (K-Means)
07:52:07 – Data Science Project Walkthrough
09:13:31 – Data Science Interview Questions
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🔗 To Access Free Learning Resources such as the Data Science Roadmap, Data Science Project DataSet, please click here: https://rb.gy/glakh8
🔥 Register for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-scientist-course-training/
🔗 Supporting Media (The Detailed Deep-Dive Material)
1. Logistic Regression: • Logistic Regression in Machine Learning: T...
2. SVM : • Support Vector Machine Algorithm (In Depth...
3. Decision Tree: • Decision Tree Algorithm in One Shot | Deci...
➡ ️ About Data Science 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
🔥 🔥 Interested in Attending Live Classes? Call Us: IND: +91-7022374614 / US: 1-800-216-8930