Statistics and Probability for Data Science - Edureka Tutorial

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐰𝐢𝐭𝐡 𝐏𝐲𝐭𝐡𝐨𝐧 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐂𝐨𝐮𝐫𝐬𝐞 : https://www.edureka.co/data-science-python-certification-course (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎) This session on Statistics And Probability will cover all the fundamentals of stats and probability. Topics Covered : 00:00:00 Introduction 00:01:11 Probability 00:02:13 Probability - Terminologies 00:03:33 Probability - Types of Events 00:04:46 Probability - Distribution 00:05:10 Probability - PDF 00:07:00 Probability - Normal Distribution 00:11:36 Probability - Central Limit Theorem 00:11:40 Probability - Types of Probability 00:12:01 Probability - Marginal Probability 00:12:48 Probability - Joint Probability 00:13:14 Probability - Conditional Probability 00:15:11 Probability - Bayes Theorem 00:16:30 Probability - Applications 00:17:12 Statistics 00:17:40 Statistics - Terminologies 00:19:12 Statistics - Sampling technique 00:21:30 Statistics - Types of Statistics 00:24:26 Statistics - Measures of Center 00:26:02 Statistics - Measures of Spread 00:32:22 Statistics - Hands-on 00:33:26 Statistics - Information Gain 00:38:32 Statistics - Inferential Statistics 📝Feel free to comment your doubts in the comment section below, and we will be happy to answer📝 -------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧--------- 🔵 DevOps Online Training:https://bit.ly/3r7xtvQ 🌕 AWS Online Training: https://bit.ly/3r6sawS 🔵 Azure DevOps Online Training:https://bit.ly/3r8shaX 🌕 Tableau Online Training: https://bit.ly/3LMOLGE 🔵 Power BI Online Training: https://bit.ly/3J9uOrP 🌕 Selenium Online Training: https://bit.ly/3jeSvEx 🔵 PMP Online Training: https://bit.ly/3DNgUKX 🌕 Salesforce Online Training: https://bit.ly/3j8VyxW 🔵 Cybersecurity Online Training: https://bit.ly/3LJBoGV 🌕 Java Online Training: https://bit.ly/35K5hrk 🔵 Big Data Online Training: https://bit.ly/3ugVAua 🌕 RPA Online Training: https://bit.ly/3LIqcKT 🔵 Python Online Training:https://bit.ly/3jbsAxr 🌕 Azure Online Training:https://bit.ly/3j8WOBa 🔵 GCP Online Training: https://bit.ly/3LHJb8g 🌕 Microservices Online Training:https://bit.ly/3r7Xwmt 🔵 Data Science Online Training: https://bit.ly/3r9dgFX ---------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬--------- 🔵 DevOps Engineer Masters Program: https://bit.ly/37p4goY 🌕 Cloud Architect Masters Program: https://bit.ly/35LP0SV 🔵 Data Scientist Masters Program: https://bit.ly/3NULA1q 🌕 Big Data Architect Masters Program:https://bit.ly/38qZTud 🔵 Machine Learning Engineer Masters Program:https://bit.ly/3ueP9rm 🌕 Business Intelligence Masters Program: https://bit.ly/3x9qpT5 🔵 Python Developer Masters Program:https://bit.ly/3j8YYkg 🌕 RPA Developer Masters Program: https://bit.ly/3JgqQ0g 🔵 Web Development Masters Program: https://bit.ly/3KlZJT1 🌕 Computer Science Bootcamp Program : https://bit.ly/3Kg70Uh 🔵 Cyber Security Masters Program: https://bit.ly/3uo98UN 🌕 Full Stack Developer Masters Program : https://bit.ly/3NUlVGb 🔵 Automation Testing Engineer Masters Program : https://bit.ly/3E0rFcZ 🌕 Python Developer Masters Program : https://bit.ly/3j8YYkg 🔵 Azure Cloud Engineer Masters Program: https://bit.ly/3NQb9Ax --------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝗼𝘀𝘁 𝗚𝗿𝗮𝗱𝘂𝗮𝘁𝗲 𝐂𝐨𝐮𝐫𝐬𝐞𝐬-------- 🔵 Artificial and Machine Learning PGD with E & ICT Academy NIT Warangal: https://bit.ly/3Kji6bb 🌕 Post Graduate Program in DevOps with Purdue University: https://bit.ly/3uoajDH 📢📢 𝐓𝐨𝐩 𝟏𝟎 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 𝟐𝟎𝟐𝟐 𝐒𝐞𝐫𝐢𝐞𝐬 📢📢 ⏩𝐓𝐨𝐩 𝟏𝟎 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 𝟐𝟎𝟐𝟮: https://bit.ly/3yhEs7S ⏩𝐓𝐨𝐩 𝟏𝟎 𝐇𝐢𝐠𝐡𝐞𝐬𝐭 𝐏𝐚𝐲𝐢𝐧𝐠 𝐉𝐨𝐛𝐬 𝐅𝐨𝐫 𝟐𝟎𝟐𝟐: https://bit.ly/3HcpPG6 ⏩𝐓𝐨𝐩 𝟏𝟎 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐦𝐢𝐧𝐠 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬 𝐟𝐨𝐫 𝟐𝟎𝟐𝟐: https://bit.ly/3FW6F69 ⏩𝐓𝐨𝐩 𝟏𝟎 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐟𝐨𝐫 𝟐𝟎𝟐𝟐: https://bit.ly/3gH57mr 📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates 📌𝐓𝐰𝐢𝐭𝐭𝐞𝐫: https://twitter.com/edurekain 📌𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧: https://www.linkedin.com/company/edureka 📌𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦: https://www.instagram.com/edureka_learning/ 📌𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤: https://www.facebook.com/edurekaIN/ 📌𝐒𝐥𝐢𝐝𝐞𝐒𝐡𝐚𝐫𝐞: https://www.slideshare.net/EdurekaIN 📌𝐂𝐚𝐬𝐭𝐛𝐨𝐱: https://castbox.fm/networks/505?country=IN 📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka/ 📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: https://www.edureka.co/community/ Is there any eligibility criteria for this program? A potential candidate must have one of the following prerequisites: Degrees like BCA, MCA, and B.Tech. About Course: Why Learn Python for Data Science? Python has been one of the premier, flexible, and powerful open-source languages that is easy to learn, easy to use, and has powerful libraries for data manipulation and analysis. For over a decade, It has been used in scientific computing and highly quantitative domains such as finance, oil and gas, physics, and signal processing. It's continued to be a favorite option for data scientists who use it for building and using Machine learning applications and other scientific computations. Python cuts development time in half with its simple to read syntax and easy compilation feature. Debugging programs is a breeze in Python with its built in debugger.