Data Science Full Course (2025) | Data Science Tutorial For Beginners | Intellipaat
105This Data Science Full Course 2025 by Intellipaat is your complete guide to becoming a skilled data scientist, covering everything from Python programming to machine learning models and real-world projects, all in one video! We begin this video by answering what is data science and why it's one of the most in-demand fields today. You'll then dive into Python for data science, followed by mastering Pandas for data manipulation, and Matplotlib and Seaborn for stunning data visualizations. The course continues with Exploratory Data Analysis (EDA) techniques, where you'll learn how to clean, explore, and extract insights from data, a crucial step in any data science workflow.
Next, you'll understand the types of machine learning, followed by step-by-step implementations of key algorithms like Linear Regression, Logistic Regression, Support Vector Machine (SVM), Decision Tree, and K-Means Clustering. To put theory into action, you'll work through a full data science project walkthrough, and finally, get guidance on interview questions and preparation to help you land your dream job. Whether you're a beginner or looking to switch careers, this data science course is your gateway to success in 2025.
Below are the topics covered in Data Science Full Course 2025:
00:00:00 - Introduction to Data Science Tutorial For Beginners
00:04:01 - What is Data Science?
00:05:54 - Python for Data Science
00:11:44 - Pandas Library
01:17:37 - Data Visualization with Matplotlib
02:08:01 - Data Visualization with Seaborn
02:56:12 - Exploratory Data Analysis (EDA)
03:35:30 - Types of Machine Learning
03:47:51 - Linear Regression
07:04:00 - Logistic Regression
07:44:27 - Support Vector Machine (SVM)
07:46:09 - Decision Tree
07:48:27 - K-Means Clustering
08:43:07 - Data Science Project Walkthrough
10:04:31 - Interview Questions & Preparation
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🔥 Register for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-scientist-course-training/
➡ ️ 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