Скачать или смотреть Learn Data Science From Basics | Data Science For Beginners | Intellipaat

In this video, we bring you a complete Data Science Full Course 2026 designed for beginners and aspiring data professionals. The session starts with an introduction to Data Science, explaining what data science is and how different roles like Data Engineer, Data Scientist, and Data Analyst contribute to the data ecosystem. You will also learn the Data Science roadmap, helping you understand the skills and tools required to start a career in this field.

As the course progresses, you will explore essential Python libraries used in Data Science, including Pandas for data manipulation and Matplotlib for data visualization. The video also covers Exploratory Data Analysis (EDA), which is a crucial step in understanding datasets and extracting meaningful insights. These foundational concepts will help you build a strong base before moving into machine learning.

Finally, the course dives into important Machine Learning algorithms such as Linear Regression, Logistic Regression, Support Vector Machines (SVM), Decision Trees, and K-Means Clustering. You will also get a walkthrough of a real-world Data Science project, followed by commonly asked Data Science interview questions to help you prepare for job opportunities. The video concludes with a tutorial on the MCP Server, giving you additional practical knowledge relevant to modern data science workflows.

📖 Below are the concepts covered in the video on "Data Science Full Course":
00:00:00 – Introduction to Data Science Full Course 2025
00:01:37 – What is Data Science?
00:06:31 – Data Engineer vs Data Scientist vs Data Analyst
00:15:47 – Roadmap for Data Science
00:24:47 – Python for Data Science
00:27:28 – Pandas for Data Science
01:33:31 – Data Visualization with Matplotlib
02:23:55 – Exploratory Data Analysis (EDA)
03:02:53 – Machine Learning Types
03:14:19 – Linear Regression
06:31:23 – Logistic Regression
07:11:48 – Support Vector Machine (SVM)
07:13:31 – Decision Tree
07:16:01 – Clustering (K-Means)
08:11:18 – Data Science Project Walkthrough
09:31:53 – Data Science Interview Questions
10:37:08 – MCP Server Tutorial


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➡️ About the Course:
In this course, you will learn the fundamentals of Data Science along with important tools and technologies used in the industry. The program covers key concepts such as Python programming, statistics, machine learning, data visualization, and SQL, helping learners build strong analytical and technical skills. With hands-on projects, real-world case studies, and expert guidance, the course is designed to give practical experience and prepare learners for roles like Data Scientist, Data Analyst, and Machine Learning Engineer. It is suitable for beginners as well as professionals who want to start or advance their careers in the field of data science.

➡️ Key Features of the Course:
✅ 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

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