Random Forest in Machine Learning | Machine Learning Training | Edureka | Machine Learning Rewind- 5

🔥 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐋 𝐌𝐚𝐬𝐭𝐞𝐫 𝐏𝐫𝐨𝐠𝐫𝐚𝐦 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 : https://www.edureka.co/masters-program/machine-learning-engineer-training (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎) This Edureka video on Random Forest in Machine Learning explains the concept of the Random Forest algorithm in Python and how is it used. 00:00:00 Agenda 00:01:10 What is Classification 00:01:45 Classification vs Regression 00:02:18 Types of Classification Algorithms 00:02:33 Understanding Random Forest 00:02:38 What is Random Forest 00:03:12 Why Random Forest 00:03:31 Terminology Alert-What is Ensemble Learning 00:08:15 Ensemble Mode- Bagging 00:09:20 Ensemble Mode Technology Alert- Boosting 00:10:21 Random Forest Analogy 00:13:40 What is Random Forest 00:14:05 Creating a Random Forest: Steps Involved 00:14:48 Step 1: Creating a Bootstrap Dataset 00:15:49 Stewp2:Create Decision Tree: Bootstrapped Dataset 00:17:07 Step 3 & 4: Counting the votes for predicting 00:17:21 How Good is your Model 📝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 or Programming experience Should have studied PCM in 10+2 About Course: Why should I enroll for Machine Learning Course Masters Program? Machine Learning Engineer Masters Program has been curated after thorough research and recommendations from industry experts. It will help you master concepts of Python Programming, Artificial Intelligence, Machine learning, Deep Learning, NLP, Graphical Modelling and Reinforcement Learning along with hands-on experience of tools and systems used by the industry experts. Edureka will be by your side throughout the learning journey - We’re Ridiculously Committed. What are the other Machine Learning Course offered by Edureka? Find the list of Machine Learning Certification courses offered by Edureka: Machine Learning with Python Certification Machine Learning with Mahout Certification Training PGP in AI and Machine Learning