Watch Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka Video Tutorial


Tutorial Details & Info

Tutorial Title: Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka
Instructor / Channel: edureka!
Lesson Runtime: 52:51 Minutes
Publish Date: June 02, 2019
Total Students / Views: 5,006,244 views

Follow step-by-step with Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka instructor edureka!. The total lesson runtime is 52:51 minutes with detailed practical demonstrations. Follow along to build your skills today on TutorTube.

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Course Description & Lesson Notes

Official Video Description:

๐Ÿ”ฅPGP in Generative AI and ML in collaboration with Illinois Tech: https://www.edureka.co/executive-programs/pgp-generative-ai-machine-learning-certification-training ๐Ÿ”ฅGenerative AI Course: Master's Program: https://www.edureka.co/masters-program/generative-ai-prompt-engineering-training 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: 00:00 Introduction to Artificial Intelligence Course 02:27 History Of AI 06:45 Demand For AI 08:46 What Is Artificial Intelligence? 09:50 AI Applications 16:49 Types Of AI 20:24 Programming Languages For AI 27:12 Introduction To Machine Learning 28:08 Need For Machine Learning 31:48 What Is Machine Learning? 34:13 Machine Learning Definitions 37:26 Machine Learning Process 49:13 Types Of Machine Learning 49:21 Supervised Learning 52:00 Unsupervised Learning 53:44 Reinforcement Learning 55:29 Supervised vs Unsupervised vs Reinforcement Learning 58:23 Types Of Problems Solved Using Machine Learning 1:04:49 Supervised Learning Algorithms 1:05:17 Linear Regression 1:11:20 Linear Regression Demo 1:26:36 Logistic Regression 1:35:36 Decision Tree 1:55:18 Random Forest 2:07:31 Naive Bayes 2:14:37 K Nearest Neighbour (KNN) 2:20:31 Support Vector Machine (SVM) 2:26:40 Demo (Classification Algorithms) 2:42:36 Unsupervised Learning Algorithms 2:42:45 K-means Clustering 2:50:49 Demo (Unsupervised Learning) 2:56:40 Reinforcement Learning 3:24:36 Demo (Reinforcement Learning) 3:31:41 AI vs Machine Learning vs Deep Learning 3:33:08 Limitations Of Machine Learning 3:36:32 Introduction To Deep Learning 3:38:36 How Deep Learning Works? 3:40:48 What Is Deep Learning? 3:41:50 Deep Learning Use Case 3:43:14 Single Layer Perceptron 3:50:56 Multi Layer Perceptron (ANN) 3:52:55 Backpropagation 3:54:39 Training A Neural Network 4:01:02 Limitations Of Feed Forward Network 4:03:18 Recurrent Neural Networks 4:05:36 Convolutional Neural Networks 4:09:00 Demo (Deep Learning) 4:29:02 Natural Language Processing 4:30:53 What Is Text Mining? 4:32:43 What Is NLP? 4:33:26 Applications Of NLP 4:35:53 Terminologies In NLP 4:41:19 NLP Demo 4:47:21 Machine Learning Masters Program ๐Ÿ“ข๐Ÿ“ข Check out the latest 2025 video on Top 10 Technologies for the most up-to-date insights! ๐Ÿ“Œ Top 10 Technologies to Learn in 2025 → https://youtu.be/5kjWh8lBxC4 ๐Ÿ”ด ๐‹๐ž๐š๐ซ๐ง ๐“๐ซ๐ž๐ง๐๐ข๐ง๐  ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ ๐…๐จ๐ซ ๐…๐ซ๐ž๐ž! ๐’๐ฎ๐›๐ฌ๐œ๐ซ๐ข๐›๐ž ๐ญ๐จ ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐˜๐จ๐ฎ๐“๐ฎ๐›๐ž ๐‚๐ก๐š๐ง๐ง๐ž๐ฅ: https://edrk.in/DKQQ4Py Python Full Course: https://www.youtube.com/watch?v=WGJJIrtnfpk Statistics and Probability Tutorial: https://www.youtube.com/watch?v=XcLO4f1i4Yo ๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐๐ฒ๐ญ๐ก๐จ๐ง ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐ ๐ฌ ๐Ÿ”ต Python Programming Certification: http://bit.ly/37rEsnA ๐Ÿ”ต Python Certification Training for Data Science: http://bit.ly/2Gj6fux ๐Ÿ”ด. ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐ฌ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ ๐Ÿ”ต Data Scientist Masters Program: http://bit.ly/2t1snGM ๐Ÿ”ต Machine Learning Engineer Masters Program: https://bit.ly/3Hi1sXN ๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐”๐ง๐ข๐ฏ๐ž๐ซ๐ฌ๐ข๐ญ๐ฒ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ ๐Ÿ”ต Advanced Certificate Program in Data Science with E&ICT Academy, IIT Guwahati: http://bit.ly/3V7ffrh ๐Ÿ”ต University of Cambridge Online Certifications: https://bit.ly/3RSNTXi Check out the entire Machine Learning Playlist: https://bit.ly/2NG9tK4 Check out the entire Machine Learning Blog list: https://bit.ly/2V2MnDW #edureka #artificialIntelligence #artificialIntelligenceTutorial #artificialIntelligenceFullCourse #artificialIntelligenceEngineer ๐Ÿ“Œ๐“๐ž๐ฅ๐ž๐ ๐ซ๐š๐ฆ: https://t.me/edurekaupdates ๐Ÿ“Œ๐“๐ฐ๐ข๐ญ๐ญ๐ž๐ซ: https://twitter.com/edurekain ๐Ÿ“Œ๐‹๐ข๐ง๐ค๐ž๐๐ˆ๐ง: https://www.linkedin.com/company/edureka ๐Ÿ“Œ๐ˆ๐ง๐ฌ๐ญ๐š๐ ๐ซ๐š๐ฆ: https://www.instagram.com/edureka_learning/ ๐Ÿ“Œ๐…๐š๐œ๐ž๐›๐จ๐จ๐ค: https://www.facebook.com/edurekaIN/ ๐Ÿ“Œ๐’๐ฅ๐ข๐๐ž๐’๐ก๐š๐ซ๐ž: https://www.slideshare.net/EdurekaIN ๐Ÿ“Œ๐‚๐š๐ฌ๐ญ๐›๐จ๐ฑ: https://castbox.fm/networks/505?country=IN ๐Ÿ“Œ๐Œ๐ž๐ž๐ญ๐ฎ๐ฉ: https://www.meetup.com/edureka/ ๐Ÿ“Œ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ: https://www.edureka.co/community/ ------------------------------------- About the Masters Program Edureka’s 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 & Machine Learning such as Deep Learning, Graphical Models and Reinforcement Learning. The Master's Program Covers Topics LIke: Python Programming PySpark HDFS Spark SQL Machine Learning Techniques and Artificial Intelligence Types Tokenization Named Entity Recognition Lemmatization Supervised Algorithms Unsupervised Algorithms Tensor Flow Deep learning Keras Neural Networks Bayesian and Markov’s Models Inference Decision Making Bandit Algorithms Bellman Equation Policy Gradient Methods. ------------- For more information, please write back to us at sales@edureka.in or call us at IND: 9606058406 / US & RoW: +1-8335643323 (toll-free)

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๐ŸŽ“ Lesson Overview & Learning Outcomes:

Welcome to the step-by-step video guide for Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka taught by edureka!. This tutorial provides a comprehensive walkthrough designed to take you from foundational principles to practical implementation.

๐Ÿ’ก Key Topics Covered in This Course:

  • Core Fundamentals & Setup: Understanding the workspace, essential tools, and initial setup for Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka.
  • Step-by-Step Practical Demonstration: Hands-on implementation guided by edureka! with real-world examples.
  • Best Practices & Key Shortcuts: Time-saving workflows, keyboard shortcuts, and industry-standard recommendations.
  • Troubleshooting & Common Pitfalls: How to avoid common beginner errors and optimize your workflow for peak efficiency.

๐Ÿ“‹ Recommended Prerequisites & Study Notes:

No prior advanced experience is required. Follow along with the video player above on any desktop computer, tablet, or mobile device. Pause and rewind at key steps to practice along with the instructor.

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