Master Data Science in 2025: Essential Probability & Statistics Tutorial 📊

🔥Data Scientist Masters Program (Discount Code - YTBE15) - https://www.simplilearn.com/big-data-and-analytics/senior-data-scientist-masters-program-training?utm_campaign=OQnvWsYl9rc&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥Purdue - Professional Certificate in Data Science and Generative AI - https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program?utm_campaign=OQnvWsYl9rc&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥Brown University - Applied AI & Data Science - https://www.simplilearn.com/applied-ai-data-science-course?utm_campaign=OQnvWsYl9rc&utm_medium=DescriptionFirstFold&utm_source=Youtube The Statistics and Probability Full Course 2025 by Simplilearn, provides a comprehensive foundation for anyone entering the fields of data science, AI, or machine learning. It begins with the core principles of probability and statistics, ensuring learners grasp essential mathematical concepts needed for data-driven problem-solving. The course then bridges into mathematics for machine learning, followed by specialized sections on statistics for data science and probability for AI applications. Learners also explore the fundamentals and roadmap of data science, gaining clarity on how statistical methods power real-world analytics and predictive models. The program concludes with interview preparation, featuring top data science interview questions, helping learners confidently transition from theory to professional application. Following are the topics covered in Probability and Statistics Full Course 2025: 00:00:00 - Introduction to Statistics and Probability Full Course 2025 00:02:07 - Probability and Statistics 00:48:26 - Mathematics for machine learning 02:38:50 - Statistics For Data Science 03:02:12 - Probability And Statistics For Data Science and AI 03:49:26 - What is Data Science 03:53:47 - Data science course unboxing 03:59:57 - Roadmap to Data Science 04:09:09 - Data Science Fundamentals 07:26:08 - Data Science Interview Questions and Answers ✅ Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Data Science tutorial videos: https://www.youtube.com/watch?v=X3paOmcrTjQ&list=PLEiEAq2VkUUIEQ7ENKU5Gv0HpRDtOphC6 #Probability #statistics #DataScience #artificialintelligence #ai #datascience #mathematics #MachineLearning #2025 #Simplilearn ✅ About Post Graduate Program In Data Science: This in-depth Data Science program is designed for working professionals, and covers job-critical topics like R, Python programming, Machine Learning techniques, NLP notions, and Data Visualization with Tableau, using an active learning model that includes live sessions from global professionals, practical labs, IBM Hackathons, and corporate ready projects Key Features ✅ Program completion certificate from Purdue University Online and Simplilearn ✅ Access to Purdue’s alumni association membership on program completion ✅ Core curriculum delivered in live online classes by industry experts ✅ Industry-recognized IBM certificates for IBM courses ✅ Engage in live online masterclasses led by Purdue faculty, staff, and IBM experts ✅ Exclusive hackathons and Ask Me Anything (AMA) sessions by IBM ✅ Gain exposure to ChatGPT, Gemini, Keras, TensorFlow and other prominent tools ✅ Interactive sessions on the latest AI trends, such as GenAI, prompt engineering, LLMs, and more ✅ 3 capstones and 25+ hands-on projects from various industry domains ✅ Simplilearn's JobAssist helps you get noticed by top hiring companies Skills Covered ✅ Exploratory Data Analysis ✅ Descriptive Statistics ✅ Inferential Statistics ✅ Model Building and Finetuning ✅ Supervised and Unsupervised Learning ✅ Ensemble Learning ✅ Deep Learning ✅ Data Visualization ✅ Generative AI ✅ Prompt Engineering ✅ ChatGPT ✅ Explainable AI ✅ Machine Learning Algorithms ✅ Model Training and Optimization ✅ Model Evaluation and Validation ✅ Natural Language Processing ✅ Computer Vision ✅ Reinforcement Learning ✅ Speech Recognition Learning Path ✅ Program Induction ✅ Programming Refresher ✅ Data Management using SQL ✅ Python for Data Science (IBM) ✅ Applied Data Science with Python ✅ Machine Learning ✅ Deep Learning Specialization 👉 Enroll Now: https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program?utm_campaign=OQnvWsYl9rc&utm_medium=DescriptionFirstFold&utm_source=youtube