Data Science Full Course for Beginners | Data Science Tutorial | Big Data | Machine Learning @SCALER

What is Data Science? Data science is a field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured Data, and apply insights from data across a broad range of application domains. Data science combines the scientific method, math and statistics, specialised programming, and advanced analytics, to uncover and explain the insights buried in data. What is Machine Learning? Machine learning (ML) is the study of computer algorithms that can improve automatically through experience and by the use of data .It is seen as a part of artificial intelligence. Machine learning algorithms build a model based on sample data, known as training data, in order to make predictions or decisions without being explicitly programmed to do so. Busting Data Science Myths: It’s easier now than ever before for ideas to spread around the world, including through fact-based communities like the one inhabited by data scientists. However, that doesn’t necessarily mean that every data science “fact” we hear is actually truthful. In fact, some commonly known “facts” are little more than hearsay, misinterpretations, or, at worst, outright myths. Python is the most widely used data science programming language in the world today. It is an open-source, easy-to-use language that has been around since the year 1991. This general-purpose and dynamic language is inherently object-oriented. It also supports multiple paradigms, from functional to structured and procedural programming. Therefore, it is one of the most popular languages for data science as well. With less than 1000 iterations, it is faster and a better option for data manipulations. 📜 Master Machine Learning and get certified: https://www.scaler.com/topics/course/... In this video, you'll learn: ✔ Highest Paying Data Job Roles ✔ Data Science Myths Busted ✔ Data Scientist vs ML Engineer ✔ What is Data Science? ✔ Data Science & AI for beginners ✔ Python for Data Science ✔ Data Science with Python and R ✔ A/B Testing Basics Explained ✔ Confusion Matrix ✔ Principle Component Analysis 🎓 Join a FREE live masterclass: https://www.scaler.com/events/?utm_so... ⏱ Chapters: 0:00 Introduction 1:25 Highest Paying Data Job Roles 26:15 Data Science Myths Busted 40:12 Data Scientist vs ML Engineer 49:20 What is Data Science? 1:43:43 Data Science & AI for beginners 2:06:22 Python for Data Science 2:57:54 Data Science with Python and R 3:52:22 A/B Testing Basics Explained 4:11:20 Confusion Matrix 4:29:48 Principle Component Analysis 4:45:07 Data Science Interview Questions 7:13:03 Research Papers on Data Science & Machine Learning 🎓 Explore Scaler programs (Live Classes, 1:1 Mentorship & Real-world Projects): Modern Software & AI Engineering: https://www.scaler.com/academy/?utm_s... AI Data Scientist & Machine Learning: https://www.scaler.com/data-science-c... DevOps, Cloud & AI Platform Engineering: https://www.scaler.com/devops-course/... Advanced AI/ML with Agentic AI Specialisation: https://www.scaler.com/ai-machine-lea... AI Engineering Advanced Certification by IIT Roorkee CEC: https://www.scaler.com/iit-roorkee-ad... ▶ Related videos: Statistics Full Course For Beginners | Statistics For Data Science | Machine Learning @SCALER:    • Statistics Full Course For Beginners | Sta...   Master Statistics for Data Science & Machine Learning | Full Course | @SCALER:    • Master Statistics for Data Science & Machi...   🌐 Website: https://www.scaler.com/?utm_source=yo... 🔔 Subscribe: https://www.youtube.com/Scaler?sub_co... 📲 Connect: Instagram:   / scaler_official   Linkedin:   / scalerofficial   X (Twitter):   / scaler_official   Facebook:   / scalerofficial   About Scaler Scaler is one of India's leading tech education platforms helping aspiring software engineers and professionals build successful careers in Software Engineering, AI, Data Science, Machine Learning, DevOps, Cloud Computing, Cybersecurity, and Product Management. Learn from industry experts through live classes, personalized mentorship, hands-on projects, and a job-focused curriculum designed for the modern tech industry. #datascience #datascientist #bigdata #shashankmishra #scaler