#1 Data Science Course You Must Take to be JOB READY in 2025 | Data Science Full Course |Intellipaat

🔥Register for Intellipaat's Premium Data Science Course: https://intellipaat.com/data-scientist-course-training/ This Data Science Full Course 2025 by Intellipaat provides a structured learning path for mastering data science concepts. It starts with understanding what data science is and what the data science life cycle looks like. Following that, we’ll dive into the machine learning part of the course to help you build a solid foundation for developing data science models. From this point onward, all explorations and hands-on implementations will be performed using the Python programming language. Learners will explore linear regression, logistic regression, support vector machines, decision trees, K-Means clustering, and more. These algorithms cover everything from classification and regression to clustering problem settings. Once these topics are completed, learners will have a strong understanding of how to implement most machine learning algorithms. Next, they will go through the most important part: fine-tuning the output of machine learning models. This course places strong emphasis on dimensionality reduction techniques like PCA and LDA. Finally, you'll go through some of the most commonly asked data science interview questions to become job-ready. This course is your gateway to mastering core data science concepts and preparing yourself for the data-driven world of tomorrow. 🔗 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 📚 The following are the topics covered in the Data Science Full Course: 00:00:00 - Introduction to Data Science Course 00:02:53 - What is Data Science? 00:05:00 - Data Science Life Cycle 00:10:07 - Introduction to Linear Regression 00:11:59 - Mathematics Behind Linear Regression 01:01:10 - R-Squared and Adjusted R-Squared 01:34:42 - Hands-on Implementation: Linear Regression 03:26:46 - Logistic Regression 03:28:50 - Support Vector Machine Algorithm 03:30:10 - Decision Tree Algorithm 03:33:01 - K-Means Clustering in Detail 05:26:03 - K Means Clustering Implementation 06:50:33 - Feature Engineering For Model Performance Optimisation 07:00:00 - PCA 10:07:14 - LDA 10:52:29 - Data Science Interview Questions 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb ▶️ Intellipaat Achievers Channel: https://www.youtube.com/@intellipaatachievers #DataScienceCourse #DataScienceFullCourse #DataScienceTutorialForBeginners #DataScienceTraining #Intellipaat ➡️ 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 🔥 Learn more at: https://bit.ly/Data-Science-course 🔥🔥 Interested in Attending Live Classes? Call Us: IND: +91-7022374614 / US: 1-800-216-8930