Data Science Full Course for Beginners 2025 | Intellipaat

Описание: Looking to start a career in data science? This Data Science Full Course 2025 by Intellipaat is your one-stop video tutorial to master everything from Python basics to advanced machine learning models - absolutely beginner-friendly and fully hands-on! Start by understanding what data science is, then learn Python programming, Pandas for data handling, and Matplotlib for visualizing trends and patterns. Get introduced to key data science workflows with EDA (Exploratory Data Analysis) techniques.

Next, dive into machine learning essentials: build and evaluate models using Linear Regression, Logistic Regression, Support Vector Machines (SVM), Decision Trees, and Clustering with K-Means. Learn the difference between supervised and unsupervised learning, and apply these concepts in a real-world end-to-end project walkthrough. Finally, gain industry perspectives with a data science podcast, featuring insights, best practices, and career advice to help you stand out. By the end of this course, you’ll have job-ready skills and a solid understanding of the data science pipeline.

Below are the topics covered in Data Science Full Course 2025:
00:00:00 – Introduction to Data Science Full Course 2025
00:01:02 – What is Data Science? (Concept Overview)
00:05:55 – Python for Data Science (Foundational Coding)
00:08:35 – Pandas for Data Science (Data Manipulation)
01:14:38 – Data Visualization with Matplotlib (Charts & Graphs)
02:05:02 – Basics of Machine Learning (ML Introduction)
02:34:55 – Exploratory Data Analysis (EDA Techniques)
03:13:52 – Machine Learning Types (Supervised/Unsupervised)
03:26:13 – Linear Regression (Prediction Model)
06:42:23 – Logistic Regression (Binary Classification)
07:22:49 – Support Vector Machine (SVM Explained)
07:24:31 – Decision Tree (Tree-Based Model)
07:26:49 – Clustering (K-Means Clustering Technique)
08:22:18 – Data Science Project Walkthrough (End-to-End Case Study)
09:42:53 – Data Science Podcast (Industry Insights)

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➡️ 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

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