{"id":1173,"date":"2025-12-07T08:20:23","date_gmt":"2025-12-07T08:20:23","guid":{"rendered":"https:\/\/zestyfinds.net\/technology\/?p=1173"},"modified":"2025-12-07T08:20:23","modified_gmt":"2025-12-07T08:20:23","slug":"artificial-intelligence-full-course-artificial-intelligence-tutorial-for-beginners-edureka","status":"publish","type":"post","link":"https:\/\/zestyfinds.net\/technology\/?p=1173","title":{"rendered":"Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka"},"content":{"rendered":"<p><iframe loading=\"lazy\" width=\"480\" height=\"270\" src=\"\/\/www.youtube.com\/embed\/JMUxmLyrhSk\" frameborder=\"0\" allowfullscreen><\/iframe><\/p>\n<p>\ud83d\udd25PGP in Generative AI and ML in collaboration with Illinois Tech: https:\/\/www.edureka.co\/executive-programs\/pgp-generative-ai-machine-learning-certification-training<br \/>\n\ud83d\udd25Generative AI Course: Master&#8217;s Program: https:\/\/www.edureka.co\/masters-program\/generative-ai-prompt-engineering-training<\/p>\n<p>This Edureka video on *Artificial Intelligence Full Course* will provide you with a comprehensive and detailed knowledge of Artificial Intelligence concepts with hands-on examples. The following topics are covered in this Artificial Intelligence Full Course:<\/p>\n<p>00:00 Introduction to Artificial Intelligence Course<br \/>\n02:27 History Of AI<br \/>\n06:45 Demand For AI<br \/>\n08:46 What Is Artificial Intelligence?<br \/>\n09:50 AI Applications<br \/>\n16:49 Types Of AI<br \/>\n20:24 Programming Languages For AI<br \/>\n27:12 Introduction To Machine Learning<br \/>\n28:08 Need For Machine Learning<br \/>\n31:48 What Is Machine Learning?<br \/>\n34:13 Machine Learning Definitions<br \/>\n37:26 Machine Learning Process<br \/>\n49:13 Types Of Machine Learning<br \/>\n49:21 Supervised Learning<br \/>\n52:00 Unsupervised Learning<br \/>\n53:44 Reinforcement Learning<br \/>\n55:29 Supervised vs Unsupervised vs Reinforcement Learning<br \/>\n58:23 Types Of Problems Solved Using Machine Learning<br \/>\n1:04:49 Supervised Learning Algorithms<br \/>\n1:05:17 Linear Regression<br \/>\n1:11:20 Linear Regression Demo<br \/>\n1:26:36 Logistic Regression<br \/>\n1:35:36 Decision Tree<br \/>\n1:55:18 Random Forest<br \/>\n2:07:31 Naive Bayes<br \/>\n2:14:37 K Nearest Neighbour (KNN)<br \/>\n2:20:31 Support Vector Machine (SVM)<br \/>\n2:26:40 Demo (Classification Algorithms)<br \/>\n2:42:36 Unsupervised Learning Algorithms<br \/>\n2:42:45 K-means Clustering<br \/>\n2:50:49 Demo (Unsupervised Learning)<br \/>\n2:56:40 Reinforcement Learning<br \/>\n3:24:36 Demo (Reinforcement Learning)<br \/>\n3:31:41 AI vs Machine Learning vs Deep Learning<br \/>\n3:33:08 Limitations Of Machine Learning<br \/>\n3:36:32 Introduction To Deep Learning<br \/>\n3:38:36 How Deep Learning Works?<br \/>\n3:40:48 What Is Deep Learning?<br \/>\n3:41:50 Deep Learning Use Case<br \/>\n3:43:14 Single Layer Perceptron<br \/>\n3:50:56 Multi Layer Perceptron (ANN)<br \/>\n3:52:55 Backpropagation<br \/>\n3:54:39 Training A Neural Network<br \/>\n4:01:02 Limitations Of Feed Forward Network<br \/>\n4:03:18 Recurrent Neural Networks<br \/>\n4:05:36 Convolutional Neural Networks<br \/>\n4:09:00 Demo (Deep Learning)<br \/>\n4:29:02 Natural Language Processing<br \/>\n4:30:53 What Is Text Mining?<br \/>\n4:32:43 What Is NLP?<br \/>\n4:33:26 Applications Of NLP<br \/>\n4:35:53 Terminologies In NLP<br \/>\n4:41:19 NLP Demo<br \/>\n4:47:21 Machine Learning Masters Program<\/p>\n<p>\ud83d\udce2\ud83d\udce2 Check out the latest 2025 video on Top 10 Technologies for the most up-to-date insights!<br \/>\n\ud83d\udccc Top 10 Technologies to Learn in 2025 \u2192 https:\/\/youtu.be\/5kjWh8lBxC4<\/p>\n<p>\ud83d\udd34 \ud835\udc0b\ud835\udc1e\ud835\udc1a\ud835\udc2b\ud835\udc27 \ud835\udc13\ud835\udc2b\ud835\udc1e\ud835\udc27\ud835\udc1d\ud835\udc22\ud835\udc27\ud835\udc20 \ud835\udc13\ud835\udc1e\ud835\udc1c\ud835\udc21\ud835\udc27\ud835\udc28\ud835\udc25\ud835\udc28\ud835\udc20\ud835\udc22\ud835\udc1e\ud835\udc2c \ud835\udc05\ud835\udc28\ud835\udc2b \ud835\udc05\ud835\udc2b\ud835\udc1e\ud835\udc1e! \ud835\udc12\ud835\udc2e\ud835\udc1b\ud835\udc2c\ud835\udc1c\ud835\udc2b\ud835\udc22\ud835\udc1b\ud835\udc1e \ud835\udc2d\ud835\udc28 \ud835\udc04\ud835\udc1d\ud835\udc2e\ud835\udc2b\ud835\udc1e\ud835\udc24\ud835\udc1a \ud835\udc18\ud835\udc28\ud835\udc2e\ud835\udc13\ud835\udc2e\ud835\udc1b\ud835\udc1e \ud835\udc02\ud835\udc21\ud835\udc1a\ud835\udc27\ud835\udc27\ud835\udc1e\ud835\udc25: https:\/\/edrk.in\/DKQQ4Py<\/p>\n<p>Python Full Course: https:\/\/www.youtube.com\/watch?v=WGJJIrtnfpk<br \/>\nStatistics and Probability Tutorial: https:\/\/www.youtube.com\/watch?v=XcLO4f1i4Yo<\/p>\n<p>\ud83d\udd34 \ud835\udc04\ud835\udc1d\ud835\udc2e\ud835\udc2b\ud835\udc1e\ud835\udc24\ud835\udc1a \ud835\udc0f\ud835\udc32\ud835\udc2d\ud835\udc21\ud835\udc28\ud835\udc27 \ud835\udc13\ud835\udc2b\ud835\udc1a\ud835\udc22\ud835\udc27\ud835\udc22\ud835\udc27\ud835\udc20\ud835\udc2c<\/p>\n<p>\ud83d\udd35 Python Programming Certification: http:\/\/bit.ly\/37rEsnA<br \/>\n\ud83d\udd35 Python Certification Training for Data Science: http:\/\/bit.ly\/2Gj6fux<\/p>\n<p>\ud83d\udd34. \ud835\udc04\ud835\udc1d\ud835\udc2e\ud835\udc2b\ud835\udc1e\ud835\udc24\ud835\udc1a \ud835\udc0c\ud835\udc1a\ud835\udc2c\ud835\udc2d\ud835\udc1e\ud835\udc2b\ud835\udc2c \ud835\udc0f\ud835\udc2b\ud835\udc28\ud835\udc20\ud835\udc2b\ud835\udc1a\ud835\udc26<\/p>\n<p>\ud83d\udd35 Data Scientist Masters Program: http:\/\/bit.ly\/2t1snGM<br \/>\n\ud83d\udd35 Machine Learning Engineer Masters Program: https:\/\/bit.ly\/3Hi1sXN<\/p>\n<p>\ud83d\udd34 \ud835\udc04\ud835\udc1d\ud835\udc2e\ud835\udc2b\ud835\udc1e\ud835\udc24\ud835\udc1a \ud835\udc14\ud835\udc27\ud835\udc22\ud835\udc2f\ud835\udc1e\ud835\udc2b\ud835\udc2c\ud835\udc22\ud835\udc2d\ud835\udc32 \ud835\udc0f\ud835\udc2b\ud835\udc28\ud835\udc20\ud835\udc2b\ud835\udc1a\ud835\udc26<\/p>\n<p>\ud83d\udd35 Advanced Certificate Program in Data Science with E&amp;ICT Academy, IIT Guwahati: http:\/\/bit.ly\/3V7ffrh<\/p>\n<p>\ud83d\udd35 University of Cambridge Online Certifications: https:\/\/bit.ly\/3RSNTXi<\/p>\n<p>Check out the entire Machine Learning Playlist: https:\/\/bit.ly\/2NG9tK4<br \/>\nCheck out the entire Machine Learning Blog list: https:\/\/bit.ly\/2V2MnDW<\/p>\n<p>#edureka #artificialIntelligence #artificialIntelligenceTutorial #artificialIntelligenceFullCourse #artificialIntelligenceEngineer<\/p>\n<p>\ud83d\udccc\ud835\udc13\ud835\udc1e\ud835\udc25\ud835\udc1e\ud835\udc20\ud835\udc2b\ud835\udc1a\ud835\udc26: https:\/\/t.me\/edurekaupdates<br \/>\n\ud83d\udccc\ud835\udc13\ud835\udc30\ud835\udc22\ud835\udc2d\ud835\udc2d\ud835\udc1e\ud835\udc2b: https:\/\/twitter.com\/edurekain<br \/>\n\ud83d\udccc\ud835\udc0b\ud835\udc22\ud835\udc27\ud835\udc24\ud835\udc1e\ud835\udc1d\ud835\udc08\ud835\udc27: https:\/\/www.linkedin.com\/company\/edureka<br \/>\n\ud83d\udccc\ud835\udc08\ud835\udc27\ud835\udc2c\ud835\udc2d\ud835\udc1a\ud835\udc20\ud835\udc2b\ud835\udc1a\ud835\udc26: https:\/\/www.instagram.com\/edureka_learning\/<br \/>\n\ud83d\udccc\ud835\udc05\ud835\udc1a\ud835\udc1c\ud835\udc1e\ud835\udc1b\ud835\udc28\ud835\udc28\ud835\udc24: https:\/\/www.facebook.com\/edurekaIN\/<br \/>\n\ud83d\udccc\ud835\udc12\ud835\udc25\ud835\udc22\ud835\udc1d\ud835\udc1e\ud835\udc12\ud835\udc21\ud835\udc1a\ud835\udc2b\ud835\udc1e: https:\/\/www.slideshare.net\/EdurekaIN<br \/>\n\ud83d\udccc\ud835\udc02\ud835\udc1a\ud835\udc2c\ud835\udc2d\ud835\udc1b\ud835\udc28\ud835\udc31: https:\/\/castbox.fm\/networks\/505?country=IN<br \/>\n\ud83d\udccc\ud835\udc0c\ud835\udc1e\ud835\udc1e\ud835\udc2d\ud835\udc2e\ud835\udc29: https:\/\/www.meetup.com\/edureka\/<br \/>\n\ud83d\udccc\ud835\udc02\ud835\udc28\ud835\udc26\ud835\udc26\ud835\udc2e\ud835\udc27\ud835\udc22\ud835\udc2d\ud835\udc32: https:\/\/www.edureka.co\/community\/<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-   <\/p>\n<p>About the Masters Program<\/p>\n<p>Edureka\u2019s Machine Learning Engineer Masters Program makes you proficient in techniques like Supervised Learning, Unsupervised Learning and Natural Language Processing. It includes training on the latest advancements and technical approaches in Artificial Intelligence &amp; Machine Learning such as Deep Learning, Graphical Models and Reinforcement Learning.<\/p>\n<p>The Master&#8217;s Program Covers Topics LIke:<br \/>\nPython Programming<br \/>\nPySpark<br \/>\nHDFS<br \/>\nSpark SQL<br \/>\nMachine Learning Techniques and Artificial Intelligence Types<br \/>\nTokenization<br \/>\nNamed Entity Recognition<br \/>\nLemmatization<br \/>\nSupervised Algorithms<br \/>\nUnsupervised Algorithms<br \/>\nTensor Flow<br \/>\nDeep learning<br \/>\nKeras<br \/>\nNeural Networks<br \/>\nBayesian and Markov\u2019s Models<br \/>\nInference<br \/>\nDecision Making<br \/>\nBandit Algorithms<br \/>\nBellman Equation<br \/>\nPolicy Gradient Methods.<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;-<br \/>\nFor more information, please write back to us at sales@edureka.in or call us at IND: 9606058406 \/ US &amp; RoW: +1-8335643323 (toll-free)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udd25PGP in Generative AI and ML in collaboration with Illinois Tech: https:\/\/www.edureka.co\/executive-programs\/pgp-generative-ai-machine-learning-certification-training \ud83d\udd25Generative AI Course: Master&#8217;s Program: https:\/\/www.edureka.co\/masters-program\/generative-ai-prompt-engineering-training This Edureka [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":1174,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1173","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.6 - 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