First deep learning intro lecture of course 6.S094: Deep Learning for Self-Driving Cars taught in Winter 2017. INFO: Slides: http://bit.ly/2HmL5ia Website: https://deeplearning.mit.edu GitHub: https://github.com/lexfridman/mit-deep-learning Playlist: https://goo.gl/SLCb1y Links to individual lecture videos for the course: Lecture 1: Introduction to Deep Learning and Self-Driving Cars https://youtu.be/1L0TKZQcUtA Lecture 2: Deep Reinforcement Learning for Motion Planning https://youtu.be/QDzM8r3WgBw Lecture 3: Convolutional Neural Networks for End-to-End Learning of the Driving Task https://youtu.be/U1toUkZw6VI Lecture 4: Recurrent Neural Networks for Steering through Time https://youtu.be/nFTQ7kHQWtc Lecture 5: Deep Learning for Human-Centered Semi-Autonomous Vehicles https://youtu.be/ByZF8_-OJNI CONNECT: – If you enjoyed this video, please subscribe to this channel. – AI Podcast: https://lexfridman.com/ai/ – LinkedIn: https://www.linkedin.com/in/lexfridman – Twitter: https://twitter.com/lexfridman – Facebook: https://www.facebook.com/lexfridman – Instagram: https://www.instagram.com/lexfridman – Slack: https://deep-mit-slack.herokuapp.com
Learn Machine Learning in a way that is accessible to absolute beginners. You will learn the basics of Machine Learning and how to use TensorFlow to implement many different concepts. ✏️ Kylie Ying developed this course. Check out her channel: https://www.youtube.com/c/YCubed ⭐️ Code and Resources ⭐️ 🔗 Supervised learning (classification/MAGIC): https://colab.research.google.com/drive/16w3TDn_tAku17mum98EWTmjaLHAJcsk0?usp=sharing 🔗 Supervised learning (regression/bikes): https://colab.research.google.com/drive/1m3oQ9b0oYOT-DXEy0JCdgWPLGllHMb4V?usp=sharing 🔗 Unsupervised learning (seeds): https://colab.research.google.com/drive/1zw_6ZnFPCCh6mWDAd_VBMZB4VkC3ys2q?usp=sharing 🔗 Dataets (add a note that for the bikes dataset, they may have to open the downloaded csv file and remove special characters) 🔗 MAGIC dataset: https://archive.ics.uci.edu/ml/datasets/MAGIC+Gamma+Telescope 🔗 Bikes dataset: https://archive.ics.uci.edu/ml/datasets/Seoul+Bike+Sharing+Demand 🔗 Seeds/wheat dataset: https://archive.ics.uci.edu/ml/datasets/seeds 🏗 Google provided a grant to make this course possible. ⭐️ Contents ⭐️ ⌨️ (0:00:00) Intro ⌨️ (0:00:58) Data/Colab Intro ⌨️ (0:08:45) Intro to Machine Learning ⌨️ (0:12:26) Features ⌨️ (0:17:23) Classification/Regression ⌨️ (0:19:57) Training Model ⌨️ (0:30:57) Preparing Data ⌨️ (0:44:43) K-Nearest Neighbors ⌨️ (0:52:42) KNN Implementation ⌨️ (1:08:43) Naive Bayes ⌨️ (1:17:30) Naive Bayes Implementation ⌨️ (1:19:22) Logistic Regression ⌨️ (1:27:56) Log Regression Implementation ⌨️ (1:29:13) Support Vector Machine ⌨️ (1:37:54) SVM Implementation ⌨️ (1:39:44) Neural Networks ⌨️ (1:47:57) Tensorflow ⌨️ (1:49:50) Classification NN using Tensorflow ⌨️ (2:10:12) Linear Regression ⌨️ (2:34:54) Lin Regression Implementation ⌨️ (2:57:44) Lin Regression using a Neuron ⌨️ (3:00:15) Regression NN using Tensorflow ⌨️ (3:13:13) K-Means Clustering ⌨️ (3:23:46) Principal Component Analysis ⌨️ (3:33:54) K-Means and PCA Implementations 🎉 Thanks to our Champion and Sponsor supporters: 👾 Raymond Odero 👾 Agustín Kussrow 👾 aldo ferretti 👾 Otis Morgan 👾 DeezMaster — Learn to code for free and [More]
In this RPA crash course video, we will learn all about RPA, its working and its tools. RPA Robotic Process Automation (RPA) is the use of software to handle high-volume, repeated tasks that previously required humans to perform. 🔥Enrol for FREE RPA Course With Completion Certificate: https://www.simplilearn.com/learn-rpa-basics-skillup?utm_campaign=RPACrashCourse&utm_medium=Description&utm_source=youtube The crash course will include the following topics: 00:00:00 Introduction to RPA 00:05:24 Robotic Process Automation 00:05:54 Why RPA 00:12:24 Types of RPA 00:15:37 Top 10 reasons to learn RPA 00:21:44 How does RPA work? 00:22:55 What is UiPath 00:34:19 UiPath Tutorial 01:08:42 BluePrism vs UiPath vs Automation Anywhere 01:17:11 who is an RPA developer 01:18:26 Desirable skills of RPA developer 01:25:33 RPA job roles 01:27:51 RPA developer salaries 01:29:08 RPA developer sample resume 01:30:51 RPA Interview Questions ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the RPA training videos: https://bit.ly/2Sy2zeO #RoboticProcessAutomationCrashCourse #RoboticProcessAutomationFullCourse #RPAFullCourse #RPACrashCourse #LearnRPA #RPA #RoboticProcessAutomation #RPADeveloper #WhatIsRPA? #RPAExplained #RPATutorialForBeginners #Simplilearn What is RPA? Robotic Process Automation (RPA) is the use of software with Artificial Intelligence and Machine Learning capabilities to handle high-volume, repetitive tasks that previously required humans to perform. Some of these tasks include addressing queries, making calculations, maintenance of records, and performing transactions. If you want to expand your expertise in advanced intelligent applications, then this Introduction to Robotic Process Automation (RPA) course will put you on the fast track. RPA is one of the hottest and fastest-growing technologies for improving real-time business operations and processes. This course will give you [More]
Learn how to implement speech recognition in Python by building five projects. You will learn how to use the AssemblyAI API for speech recognition. 💻 Code: https://github.com/AssemblyAI-Examples/python-speech-recognition-course ✏️ Course created by Misra Turp & Patrick Loeber. They post regularly on the AssemblyAI YouTube channel: https://www.youtube.com/c/AssemblyAI ⭐️ Course Contents ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:01:37) Audio Processing Basics ⌨️ (0:26:37) Speech Recognition in Python ⌨️ (0:52:48) Sentiment Classification ⌨️ (1:09:58) Podcast Summarization Web App ⌨️ (1:40:21) Real-time Speech Recognition + Voice Assistant 🏗️ This course was made possible through a grant from Pulumi. Learn more about Pulumi: https://www.assemblyai.com/ 🎉 Thanks to our Champion and Sponsor supporters: 👾 Raymond Odero 👾 Agustín Kussrow 👾 aldo ferretti 👾 Otis Morgan 👾 DeezMaster — Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news
Want to get up to speed on AI powered Object Detection but not sure where to start? Want to start building your own deep learning Object Detection models? Need some help detecting stuff for your course, startup or business? This is the course you need! In this course, you’ll learn everything you need to know to go from beginner to practitioner when it comes to deep learning object detection with Tensorflow. This course mainly revolves around Python but there’s a little Javascript thrown in as well when it comes to building a web app in Project 2. But don’t fret we’ll take it step by step so you can take your time and work through it. All the code it made available through GitHub, links below. As part of this course you’ll build four different object detection models: A. Gesture Detection – this is the first project where you’ll be able to build a model that detects four different gestures B. Microscope Based Defect Detection – here we’ll leverage a USB microscope to detect defects in LEDs and PCBs using TFOD and Python C. Web Direction Detection – in this model you’ll learn how to detect hand directions for integration in a React Js Web App with Tensorflow Js D. Face Sentiment Detection – here you’ll learn how to estimate facial sentiment using Tensorflow Object Detection on a Raspberry Pi with TFLite You’ll learn how to: 1. Install Tensorflow Object Detection on a Local Machine and on Colab 2. Collect [More]
Myself Shridhar Mankar a Engineer l YouTuber l Educational Blogger l Educator l Podcaster. My Aim- To Make Engineering Students Life EASY. Website – https://5minutesengineering.com 5 Minutes Engineering English YouTube Channel – https://m.youtube.com/channel/UChTsiSbpTuSrdOHpXkKlq6Q Instagram – https://www.instagram.com/5minutesengineering/?hl=en A small donation would mean the world to me and will help me to make AWESOME videos for you. • UPI ID : 5minutesengineering@apl Playlists : • 5 Minutes Engineering Podcast : https://youtube.com/playlist?list=PLYwpaL_SFmcCTAu8NRuCaD3aTEgHLeF0X • Aptitude : https://youtube.com/playlist?list=PLYwpaL_SFmcBpa1jwpCbEDespCRF3UPE5 • Machine Learning : https://youtube.com/playlist?list=PLYwpaL_SFmcBhOEPwf5cFwqo5B-cP9G4P • Computer Graphics : https://youtube.com/playlist?list=PLYwpaL_SFmcAtxMe7ahYC4ZYjQHun_b-T • C Language Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcBqvw6QTRsA8gvZL3ao2ON- • R Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcCRFzBkZ-b92Hdg-qCUfx48 • Python Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcCJu4i6UGMkMx1p3yYZJsbC • Embedded and Real Time Operating Systems (ERTOS) : https://youtube.com/playlist?list=PLYwpaL_SFmcBpuYagx0JiSaM-Bi4dm0hG • Shridhar Live Talks : https://youtube.com/playlist?list=PLYwpaL_SFmcD21x33RkmGvcZtrnWlTDdI • Welcome to 5 Minutes Engineering : https://youtube.com/playlist?list=PLYwpaL_SFmcCwG02L6fm0G5zmzpyw3eyc • Human Computer Interaction (HCI) : https://youtube.com/playlist?list=PLYwpaL_SFmcDz_8-pygbcNvNF0DEwKoIL • Computer Organization and Architecture : https://youtube.com/playlist?list=PLYwpaL_SFmcCaiXeUEjcTzHwIfJqH1qCN • Deep Learning : https://youtube.com/playlist?list=PLYwpaL_SFmcD-6P8cuX2bZAHSThF6AYvq • Genetic Algorithm : https://youtube.com/playlist?list=PLYwpaL_SFmcDHUTN26NXKfjg6wFJKDO9R • Cloud Computing : https://youtube.com/playlist?list=PLYwpaL_SFmcCyQH0n9GHfwviu6KeJ46BV • Information and Cyber Security : https://youtube.com/playlist?list=PLYwpaL_SFmcArHtWmbs_vXX6soTK3WEJw • Soft Computing and Optimization Algorithms : https://youtube.com/playlist?list=PLYwpaL_SFmcCPUl8mAnb4g1oExKd0n4Gw • Compiler Design : https://youtube.com/playlist?list=PLYwpaL_SFmcC6FupM–SachxUTOiQ7XHw • Operating System : https://youtube.com/playlist?list=PLYwpaL_SFmcD0LLrv7CXxSiO2gNJsoxpi • Hadoop : https://youtube.com/playlist?list=PLYwpaL_SFmcAhiP6C1qVorA7HZRejRE6M • CUDA : https://youtube.com/playlist?list=PLYwpaL_SFmcB73J5yO6uSFUycHJSA45O0 • Discrete Mathematics : https://youtube.com/playlist?list=PLYwpaL_SFmcDKuvj-wIgDnHA5JTfUwrHv • Theory of Computation (TOC) : https://youtube.com/playlist?list=PLYwpaL_SFmcDXLUrW3JEq2cv8efNF6UeQ • Data Analytics : https://youtube.com/playlist?list=PLYwpaL_SFmcD_agAK_MpCDJdDXFuJqS9X • Software Modeling and Design : https://youtube.com/playlist?list=PLYwpaL_SFmcD1pjNSpEm2pje3zPrSiflZ • Internet Of Things (IOT) : https://youtube.com/playlist?list=PLYwpaL_SFmcB8fDd64B8SkJiPpEIzpCzC • Database Management Systems (DBMS) : https://youtube.com/playlist?list=PLYwpaL_SFmcBU4HS74xGTK1cAFbY0rdVY • Computer Network (CN) : https://youtube.com/playlist?list=PLYwpaL_SFmcAXkWn2IR-l_WXOrr0n851a • Software Engineering and Project Management : https://youtube.com/playlist?list=PLYwpaL_SFmcCB7zUM0YSDR-1mM4KoiyLM • Design and Analysis of Algorithm : [More]
🔥1000+ Free Courses With Free Certificates: https://www.mygreatlearning.com/academy?ambassador_code=GLYT_DES_Top_SEP22&utm_source=GLYT&utm_campaign=GLYT_DES_Top_SEP22 🔥Build a successful career in Artificial Intelligence and Machine Learning https://www.mygreatlearning.com/pg-program-artificial-intelligence-course?ambassador_code=GLYT_DES_Middle_SEP22&utm_source=GLYT&utm_campaign=GLYT_DES_Middle_SEP54 Watch this 10-hour tutorial on Artificial Intelligence! We understand Artificial Intelligence as a computer being programmed with the ability to learn from experience, adjust to new commands and to perform human-like tasks. With the world being driven by the developments in AI and its disciplines, it is gradually conquering the world in all its glory, and that’s why it’s one of the most sought-after education as well as career options today! Great Learning brings you this 10-hour tutorial on Artificial Intelligence to help you understand everything you need to know about this topic and getting started on the journey to learn about it well. This video starts off with an introduction to AI, followed by looking at the concepts of Linear Regression and Naive Bayes. Then we understand Clustering Techniques, Neural Networks, Image processing and Convolutional Neural Networks in depth! This AI and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot. 🏁 Topics Covered: 00:00:00 Introduction 00:02:15 Agenda 00:03:05 Introduction to AI 00:06:58 Linear Regression 03:21:22 Naive Bayes 04:54:58 Clustering Techniques 07:21:23 Neural Networks 07:46:12 Neural Networks Demo 08:38:01 Computer Vision/Image Processing 09:41:12 Convolutional Neural Networks 🔥Check Our Free Courses with free certificate: 📌Artificial Intelligence with Python Course: https://glacad.me/3mCqatT 📌Artificial Intelligence with Python: https://www.mygreatlearning.com/academy/learn-for-free/courses/artificial-intelligence-with-python?ambassador_code=GLYT_DES_Middle_SEP22&utm_source=GLYT&utm_campaign=GLYT_DES_Middle_SEP82 📌Career in Artificial Intelligence: https://www.mygreatlearning.com/academy/learn-for-free/courses/career-in-artificial-intelligence?ambassador_code=GLYT_DES_Middle_SEP22&utm_source=GLYT&utm_campaign=GLYT_DES_Middle_SEP83 📌Artificial Intelligence Projects: https://www.mygreatlearning.com/academy/learn-for-free/courses/artificial-intelligence-projects?ambassador_code=GLYT_DES_Middle_SEP22&utm_source=GLYT&utm_campaign=GLYT_DES_Middle_SEP84 📌AI For Business: https://www.mygreatlearning.com/academy/learn-for-free/courses/ai-for-business?ambassador_code=GLYT_DES_Middle_SEP22&utm_source=GLYT&utm_campaign=GLYT_DES_Middle_SEP85 ⚡ About [More]
Learn how to create a neural network using JavaScript with no libraries. In this course you will learn to make a self-driving car simulation by implementing every component step-by-step. You will learn how to implement the car driving mechanics, how to define the environment, how to simulate some sensors, how to detect collisions, and how to make the car control itself using a neural network. The course covers how artificial neural networks work, by comparing them with the real neural networks in our brain. You will learn how to implement a neural network and how to visualize it so we can see it in action. ✏️ Dr. Radu Mariescu-Istodor created this course. Check out his channel: https://www.youtube.com/channel/UC3XGlNq8O5hZlZBJlSFB4jg 💻 Code: https://github.com/gniziemazity/Self-driving-car ⭐️ Course Contents ⭐️ ⌨️ (0:00:00) Intro ⌨️ (0:03:44) Car driving mechanics ⌨️ (0:32:26) Defining the road ⌨️ (0:50:50) Artificial sensors ⌨️ (1:10:07) Collision detection ⌨️ (1:23:20) Simulating traffic ⌨️ (1:34:57) Neural network ⌨️ (2:03:10) Parallelization ⌨️ (2:18:31) Genetic algorithm ⌨️ (2:29:40) Ending ⭐️ Links ⭐️ 🔗 Radu’s website (with enhanced version of code): https://radufromfinland.com 🔗 Radu’s workplace (consider applying): https://karelia.fi/en/front-page 🔗 Segment intersection (Math and JavaScript code): https://youtu.be/fHOLQJo0FjQ 🔗 Visualizing a neural network in JavaScript: https://youtu.be/lok3RVBwSqE 🔗 Visualizer code: https://radufromfinland.com/projects/selfdrivingcar/visualizer.js 🔗 Drawing random color cars in JavaScript: https://youtu.be/SL6PfDpSjao 🎉 Thanks to our Champion and Sponsor supporters: 👾 Raymond Odero 👾 Agustín Kussrow 👾 aldo ferretti 👾 Otis Morgan 👾 DeezMaster — Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news
In this Automation Anywhere full course, you will learn the complete Automation Anywhere tool with hands-on demos. Automation Anywhere is a well-known Robotic Process Automation tool that enables businesses to automate end-to-end operations. 🔥Enrol for Free RPA Course & Get Your Completion Certificate: https://www.simplilearn.com/learn-rpa-basics-skillup?utm_campaign=AAFCJul30&utm_medium=Description&utm_source=youtube Here is the list of topics covered in this Automation Anywhere Full course – 0:00 – Automation Anywhere Start 1:51 What is RPA 6:50 10 Reasons to Learn RPA 18:35 RPA Examples 29:13 Automation Anywhere Installation 34:34 Automation Anywhere Tutorial 1:03:41 Automation Anywhere Excel operations 1:22:42 Automation Anywhere Interview questions 1:59:03 RPA Developer Salary 2:05:58 How To Become An RPA Developer? ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Automation Anywhere training videos playlist: https://www.youtube.com/playlist?list=PLEiEAq2VkUUKsofuLdUbfZxN1mOwW6-lN ⏩ Check out the RPA training videos playlist: https://www.youtube.com/watch?v=9URSbTOE4YI&list=PLEiEAq2VkUUIMai0l1LiX_ZgU51MkM5op #AutomationAnywhereFullCourse #RPAAutomationAnywhere #AutomationAnywhereTutorial #WhatIsAutomationAnywhere #AutomationAnywhereTutorialForBeginners #AutomationAnywhereExplained #LearnAutomationAnywhere #AutomationAnywhere #AutomationAnywhereTutorial #Simplilearn #Simplilearn About Automation Anywhere Certified Advanced RPA Professional Training Course: This Automation Anywhere certification course is designed to jumpstart your career in the rapidly growing field of Robotic Process Automation (RPA). Simplilearn’s Automation Anywhere certification training introduces you to the Automation Anywhere platform, architecture, specifications, and functionality. Automation Anywhere Certification Course Overview: Learn how to apply RPA in real-world scenarios and understand the importance of RPA in technology. This Automation Anywhere Advanced certification training will teach you the various components of RPA including software development, runtime client, control room, and ways to create and automate RPA bots with varied recorders, editors, and commands. Skills [More]
This RPA UiPath full course will help you understand what RPA is, and the working of UiPath. UiPath is an advanced RPA tool that enables you to design automation processes visually through diagrams. If you wish to become a UiPath developer, then you’re in the right place! 🔥FREE RPA Course With Completion Certificate: https://www.simplilearn.com/learn-rpa-basics-skillup?utm_campaign=RPAUiPathFCJun30&utm_medium=Description&utm_source=youtube The following are the topics covered in this video – 0:00 – RPA UiPath Full course 0:02:12 – What is RPA? 0:08:43 – Top 10 Reasons to learn RPA 00:15:45 – RPA Examples 00:26:25 – Blueprism vs UiPath vs Automation Anywhere 00:36:46 – What is UiPath? 00:59:36 – UiPath Installation 1:04:37 – UiPath Tutorial 1:38:29 – What is UiPath Orchestrator 2:01:30 – What is a Framework and its purpose? 2:19:55 – What is Web Automation? 2:43:07 – What is Excel Automation? 2:56:48 – Who is an RPA developer? 3:03:48 – UiPath Interview Questions ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the RPA training videos: https://bit.ly/2Sy2zeO #RPAUiPathFullCourse #RPAUiPathTutorial #UiPathTutorial #UiPathCourse #LearnUiPath #UiPath TutorialForBeginners #UiPath #UiPath #Simplilearn What is UiPath? UiPath is an advanced RPA tool that enables you to design automation processes visually through diagrams. UiPath provides complete end-to-end automation, calling it “hyper-automation.” About Simplilearn Robotic Process Automation (RPA) course: If you want to expand your expertise in advanced intelligent applications, then this Introduction to Robotic Process Automation (RPA) course will put you on the fast track. RPA is one of the hottest and fastest-growing technologies for improving real-time [More]
The Google Cloud Platform Tutorial video will cover all the important concepts of Google Cloud Platform. Google Cloud Platform is a set of cloud computing services provided by Google that runs on the same infrastructure that Google uses for its end-user products like, YouTube, Gmail and more. In this video, we will be looking into what is GCP? GCP tutorial, AWS vs GCP, GCP web hosting, Google cloud ML, GCP fundamentals, Google Cloud Platform Fundamentals (CP100A) Certification Training. 00:00:00 What is GCP? 01:32:48 GCP Tutorial 03:09:01 AWS vs GCP 03:17:13 GCP Web Hosting 03:36:24 Google Cloud ML 03:38:50 Google Cloud Platform Certificate Training 🔥 Enrol for FREE Cloud Computing Course & Get your Completion Certificate: https://www.simplilearn.com/skillup-free-online-courses?utm_campaign=GCPFSjul14&utm_medium=Description&utm_source=youtube ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Google Cloud Platform(GCP) tutorial videos: https://bit.ly/35r8IPg #GoogleCloudPlatformTutorial #GoogleCloudPlatformFullCourse #GoogleCloudTutorial #GoogleCloudPlatformTutorialForBeginners #CloudComputing #Simplilearn Simplilearn’s Google Cloud Platform (GCP) Architect certification program will empower you with the skills needed to advance your career in cloud architecture and become a certified Google Professional Cloud Architect. The course covers IAM, Networking, cloud storage, and much more. Simplilearn’s online Google Cloud Platform (GCP) Architect certification course introduces you to the flexible infrastructure and platform services provided by Google Cloud Platform. In this course, you will learn how to analyze and deploy infrastructure components such as networks, storage systems, and application services. Key Features: 1. 100% Money Back Guarantee 2. 20 hours of online self-paced learning 3. 20 demos included 4. Industry-recognized course completion [More]
Prepare for the Google Cloud Digital Leader Certification and pass! ✏️ Developed by Andrew Brown of ExamPro. 🔗 https://www.youtube.com/ExamProChannel 🔗 https://www.exampro.co ☁️ Intro 🎤 0:00:00 Intro 🎤 0:13:29 Exam Guide Breakdown 🎤 0:22:11 Additional GCP Resources ☁️ Cloud Concepts 🎤 0:23:12 What Is Cloud Computing 🎤 0:24:05 Evolution of Cloud Hosting 🎤 0:27:19 What is Google Cloud 🎤 0:31:55 Benefits of Cloud Computing 🎤 0:36:22 Common Cloud Services 🎤 0:38:18 Types of Cloud Computing 🎤 0:40:42 Shared Responsibility Model 🎤 0:43:48 Shared Responsibility Model for Compute 🎤 0:49:50 Shared Responsibility Model Alternates 🎤 0:53:03 Cloud Computing Deployment Models 🎤 0:56:44 TCO and Capex Vs Opex 🎤 1:00:48 Cloud Architecture Terminologies 🎤 1:05:29 Evolution of Computing ☁️ Global Infrastructure 🎤 1:10:39 Intro to Global Infrastructure 🎤 1:11:18 Regions 🎤 1:12:42 Edge Network 🎤 1:14:18 Zones 🎤 1:15:40 Resource Scoping 🎤 1:17:13 Data Residency 🎤 1:18:49 Cloud Interconnect 🎤 1:20:58 Cloud for government 🎤 1:23:08 Latency ☁️ Digital Transformation 🎤 1:24:56 Innovation Waves 🎤 1:26:20 Burning Platform 🎤 1:27:10 Evolution of Computing Power 🎤 1:29:33 Digital Transformation 🎤 1:30:45 Cloud Solution Pillars ☁️ Google Cloud Tools 🎤 1:35:06 Google Cloud Console 🎤 1:35:57 Cloud SDK 🎤 1:36:42 Cloud CLI 🎤 1:37:22 Cloud Shell 🎤 1:37:57 Projects and Folders ☁️ Google Cloud Adoption Framework 🎤 1:39:38 Intro to GCAF 🎤 1:40:48 Themes 🎤 1:42:19 Phases 🎤 1:43:57 Cloud Maturity Scale 🎤 1:47:57 Epics and Programs 🎤 1:50:16 TAM 🎤 1:51:02 Cloud Maturity Assessment ☁️ Core Services 🎤 1:51:45 Compute Svcs 🎤 1:54:02 App [More]
🔥FREE Cyber Security Course with Completion Certificate: https://www.simplilearn.com/learn-cyber-security-basics-skillup?utm_campaign=CSFullCourseJan62022&utm_medium=DescriptionFirstFold&utm_source=youtube This Cyber Security full course helps you learn cybersecurity in 12 Hours. In this cybersecurity tutorial for beginners, you will learn the importance of cybersecurity, cybersecurity skills, what cybersecurity means, and the types of cyberattacks with a hands-on demo for each. This video also covers cryptography, ethical hacking, and the top cybersecurity certifications. Below are the topics covered in this Cyber Security full course video: Introduction to Cybersecurity Top Cyber Security Skills Types of Cyberattacks What is Cyber Security Ethical Hacking Cryptography CompTIA Security+Cerificatios CEH Certification CISSP Certification Cyber Security Interview Questions and answers ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Cyber Security training videos: https://www.youtube.com/playlist?list=PLEiEAq2VkUUJfPOj5nRounXvf3n17PCft #CyberSecurity #CyberSecurityFullCourse #CyberSecurityCourse #LearnCyberSecurity #CyberSecurityTrainingForBeginners #CyberSecurityExplained #CyberSecurityTutorial #Simplilearn What Is Cyber Security? Cyber Security involves techniques that help in securing various digital components, networks, data, and computer systems, from unauthorized digital access. There are several ways to implement cybersecurity, depending on the kind of network you are connected to and the type of cyberattacks you are prone to. A few ways to implement cybersecurity are defining clear boundaries, using network security control devices like Firewalls and IDS, and carrying out security testing. About Simplilearn Cyber Security Master’s Program: The Cyber Security Expert Master’s Program will equip you with the skills needed to become an expert in this rapidly growing domain. You will learn comprehensive approaches to protecting your infrastructure, including securing data and information, running risk analysis [More]
#Reinforcement Learning Course by David Silver# Lecture 1: Introduction to Reinforcement Learning #Slides and more info about the course: http://goo.gl/vUiyjq
Myself Shridhar Mankar a Engineer l YouTuber l Educational Blogger l Educator l Podcaster. My Aim- To Make Engineering Students Life EASY. Website – https://5minutesengineering.com 5 Minutes Engineering English YouTube Channel – https://m.youtube.com/channel/UChTsiSbpTuSrdOHpXkKlq6Q Instagram – https://www.instagram.com/5minutesengineering/?hl=en A small donation would mean the world to me and will help me to make AWESOME videos for you. • UPI ID : 5minutesengineering@apl Playlists : • 5 Minutes Engineering Podcast : https://youtube.com/playlist?list=PLYwpaL_SFmcCTAu8NRuCaD3aTEgHLeF0X • Aptitude : https://youtube.com/playlist?list=PLYwpaL_SFmcBpa1jwpCbEDespCRF3UPE5 • Machine Learning : https://youtube.com/playlist?list=PLYwpaL_SFmcBhOEPwf5cFwqo5B-cP9G4P • Computer Graphics : https://youtube.com/playlist?list=PLYwpaL_SFmcAtxMe7ahYC4ZYjQHun_b-T • C Language Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcBqvw6QTRsA8gvZL3ao2ON- • R Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcCRFzBkZ-b92Hdg-qCUfx48 • Python Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcCJu4i6UGMkMx1p3yYZJsbC • Embedded and Real Time Operating Systems (ERTOS) : https://youtube.com/playlist?list=PLYwpaL_SFmcBpuYagx0JiSaM-Bi4dm0hG • Shridhar Live Talks : https://youtube.com/playlist?list=PLYwpaL_SFmcD21x33RkmGvcZtrnWlTDdI • Welcome to 5 Minutes Engineering : https://youtube.com/playlist?list=PLYwpaL_SFmcCwG02L6fm0G5zmzpyw3eyc • Human Computer Interaction (HCI) : https://youtube.com/playlist?list=PLYwpaL_SFmcDz_8-pygbcNvNF0DEwKoIL • Computer Organization and Architecture : https://youtube.com/playlist?list=PLYwpaL_SFmcCaiXeUEjcTzHwIfJqH1qCN • Deep Learning : https://youtube.com/playlist?list=PLYwpaL_SFmcD-6P8cuX2bZAHSThF6AYvq • Genetic Algorithm : https://youtube.com/playlist?list=PLYwpaL_SFmcDHUTN26NXKfjg6wFJKDO9R • Cloud Computing : https://youtube.com/playlist?list=PLYwpaL_SFmcCyQH0n9GHfwviu6KeJ46BV • Information and Cyber Security : https://youtube.com/playlist?list=PLYwpaL_SFmcArHtWmbs_vXX6soTK3WEJw • Soft Computing and Optimization Algorithms : https://youtube.com/playlist?list=PLYwpaL_SFmcCPUl8mAnb4g1oExKd0n4Gw • Compiler Design : https://youtube.com/playlist?list=PLYwpaL_SFmcC6FupM–SachxUTOiQ7XHw • Operating System : https://youtube.com/playlist?list=PLYwpaL_SFmcD0LLrv7CXxSiO2gNJsoxpi • Hadoop : https://youtube.com/playlist?list=PLYwpaL_SFmcAhiP6C1qVorA7HZRejRE6M • CUDA : https://youtube.com/playlist?list=PLYwpaL_SFmcB73J5yO6uSFUycHJSA45O0 • Discrete Mathematics : https://youtube.com/playlist?list=PLYwpaL_SFmcDKuvj-wIgDnHA5JTfUwrHv • Theory of Computation (TOC) : https://youtube.com/playlist?list=PLYwpaL_SFmcDXLUrW3JEq2cv8efNF6UeQ • Data Analytics : https://youtube.com/playlist?list=PLYwpaL_SFmcD_agAK_MpCDJdDXFuJqS9X • Software Modeling and Design : https://youtube.com/playlist?list=PLYwpaL_SFmcD1pjNSpEm2pje3zPrSiflZ • Internet Of Things (IOT) : https://youtube.com/playlist?list=PLYwpaL_SFmcB8fDd64B8SkJiPpEIzpCzC • Database Management Systems (DBMS) : https://youtube.com/playlist?list=PLYwpaL_SFmcBU4HS74xGTK1cAFbY0rdVY • Computer Network (CN) : https://youtube.com/playlist?list=PLYwpaL_SFmcAXkWn2IR-l_WXOrr0n851a • Software Engineering and Project Management : https://youtube.com/playlist?list=PLYwpaL_SFmcCB7zUM0YSDR-1mM4KoiyLM • Design and Analysis of Algorithm : [More]
For downloading the AI Tool go to : www.eduvance.in/downloads For downloading the datasets go to : www.tinyurl.com/ai-course-datasets http://www.eduvance.in http://www.facebook.com/Eduvance http://www.instagram.com/eduvance #eduvance, #artificialintelligence, #machinelearning, #robot, #images, #image classification, #visualrecognition, #dataset, data, #course, #student #training, #online course, #elearning, #aisoftware, #prediction, #mimodel, #aimodel, #features, #output, #classification, #regression, #gui mode, #programming mode, #python, #python programming, #algorithm, #confusion #matrix, #mse, #r2
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The AI Crash Course The AI Crash Course is an opportunity to learn from experts in the field about the applications of AI, its risks, challenges and opportunities. The course is open for a global community to understand the basics of AI and is an opportunity to join the active and growing network of Women in AI. This recording is from the Session 4 of the AI Crash Course 2021 Spring Edition about Machine Learning & Deep Learning with Sheetal Reddy Hosts: Raquel Sanchez and Peter Kurzwelly from AI Sweden (https://www.ai.se/en​) Sofie Nabseth and Jonna Hillblom from Women in AI Sweden (https://www.womeninai.co/​) Expert: Anna Hjalmarsson, Electrolux Read more about the AI Crash Course here: https://www.ai.se/en/events/ai-crash-…
NOTE: The first video of the ML Foundations Course is coming from the 6 session of the AI Foundations Course This video was recorded on July 14, 2020 Slides from the presentation are available here: https://www.h2o.ai/community/viewdocument/ai-foundations-v1-072120-module-3?CommunityKey=6086b4fe-7ee8-4a71-bceb-12e00d5db450&tab=librarydocuments To find additional videos on ML courses, earn badges, join the courses at H2O.ai Learning Center: https://training.h2o.ai/products/ai-foundations-course OUTLINE: 0:00 – AI Foundations 3:14 – Why we are Here 5:10 – Determine Need & Use Cases for AI 25:09 – Design & Evaluate Model Architectures 39:10 – Assess Key Use Cases 46:14 – Finalize your AI Proposal 50:31 – What’s Next? 51:36 – Resources Description: Machine learning is one of the most active areas of artificial intelligence, powered by data. In this module, you will learn the essential building blocks of machine learning through the use of case studies. You will be introduced to the data science workflow and frameworks to help you turn business problems into machine learning problems. By the end of this module, you will be able to apply machine learning methods to a wide variety of domains and applications. One of the most critical aspects of a successful AI implementation is having a clear approach that ensures all key stakeholders understand the relevant aspects of the proposed solution. In this session, you will learn how to identify appropriate AI use cases, evaluate architecture-readiness, and complete an AI proposal that will set the stage for a successful AI business solution. Speaker: Parul Pandey (H2O.ai – Data Science Evangelist)
🔥Free Machine Learning Course With Completion Certificate: https://www.simplilearn.com/learn-machine-learning-basics-skillup?utm_campaign=MachineLearningFC01Mar22&utm_medium=DescriptionFirstFold&utm_source=youtube In this video on Machine Learning with Python full course, you will understand the basics of machine learning, essential applications of machine learning, machine learning concepts, and understand why mathematics, statistics, and linear algebra are crucial. We’ll also learn about regularization, dimensionality reduction, PCA. We will perform a prediction analysis on the recently held US Elections. Finally, you will study the Machine Learning roadmap for 2021? Machine Learning Basics Top 10 applications of machine learning Machine Learning Tutorial Part-1 Why Machine Learning What is Machine Learning Types of Machine Learning Supervised Learning Reinforcement Learning Supervised vs Unsupervised Learning Decision Trees Machine Learning Tutorial Part-2 K-Means Algorithm Mathematics for Machine Learning What is Data? Quantitative/Categorical Data Qualitative/Categorical Data Linear Algebra Calculus Statistics Demo on Statistics Probability Demo on Naive Bayes Linear Regression Analysis Logistic Regression Confusion Matrix Decision Tree in Machine Learning Random Forest K Nearest Neighbors Support Vector Machine Regularization in ML PCA US Election Prediction Machine Learning roadmap 2021 ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Machine Learning tutorial videos: https://bit.ly/3fFR4f4 #MachineLearningCourse #MachineLearningFullCourse #MachineLearningWithPython #MachineLearningWithPythonFullCourse #MachineLearningTutorial #MachineLearningTutorialForBeginners #MachineLearning #MachineLearningTraining #Simplilearn Dataset Link -https://drive.google.com/drive/folders/15lSrc4176J9z9_3WZo_b91BaNfItc2s0 About Machine Learning Certification Course: Explore this Machine Learning certification course to understand cutting-edge concepts in machine learning, an exciting branch of Artificial Intelligence. This Machine Learning online training will provide you the skills needed to become a successful Machine Learning Engineer today. Machine Learning Course Overview: This Machine [More]
Learn the fundamental concepts and terminology of Deep Learning, a sub-branch of Machine Learning. This course is designed for absolute beginners with no experience in programming. You will learn the key ideas behind deep learning without any code. You’ll learn about Neural Networks, Machine Learning constructs like Supervised, Unsupervised and Reinforcement Learning, the various types of Neural Network architectures, and more. ✏️ Course developed by Jason Dsouza. Check out his YouTube channel: http://youtube.com/jasmcaus ⭐️ Course Contents ⭐️ ⌨️ (0:00) Introduction ⌨️ (1:18) What is Deep Learning ⌨️ (5:25) Introduction to Neural Networks ⌨️ (6:12) How do Neural Networks LEARN? ⌨️ (12:06) Core terminologies used in Deep Learning ⌨️ (12:11) Activation Functions ⌨️ (22:36) Loss Functions ⌨️ (23:42) Optimizers ⌨️ (30:10) Parameters vs Hyperparameters ⌨️ (32:03) Epochs, Batches & Iterations ⌨️ (34:24) Conclusion to Terminologies ⌨️ (35:18) Introduction to Learning ⌨️ (35:34) Supervised Learning ⌨️ (40:21) Unsupervised Learning ⌨️ (43:38) Reinforcement Learning ⌨️ (46:25) Regularization ⌨️ (51:25) Introduction to Neural Network Architectures ⌨️ (51:37) Fully-Connected Feedforward Neural Nets ⌨️ (54:05) Recurrent Neural Nets ⌨️ (1:04:40) Convolutional Neural Nets ⌨️ (1:08:07) Introduction to the 5 Steps to EVERY Deep Learning Model ⌨️ (1:08:23) 1. Gathering Data ⌨️ (1:11:27) 2. Preprocessing the Data ⌨️ (1:19:05) 3. Training your Model ⌨️ (1:19:33) 4. Evaluating your Model ⌨️ (1:19:55) 5. Optimizing your Model’s Accuracy ⌨️ (1:25:15) Conclusion to the Course — Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news And subscribe for new videos on [More]
Myself Shridhar Mankar a Engineer l YouTuber l Educational Blogger l Educator l Podcaster. My Aim- To Make Engineering Students Life EASY. Website – https://5minutesengineering.com 5 Minutes Engineering English YouTube Channel – https://m.youtube.com/channel/UChTsiSbpTuSrdOHpXkKlq6Q Instagram – https://www.instagram.com/5minutesengineering/?hl=en A small donation would mean the world to me and will help me to make AWESOME videos for you. • UPI ID : 5minutesengineering@apl Playlists : • 5 Minutes Engineering Podcast : https://youtube.com/playlist?list=PLYwpaL_SFmcCTAu8NRuCaD3aTEgHLeF0X • Aptitude : https://youtube.com/playlist?list=PLYwpaL_SFmcBpa1jwpCbEDespCRF3UPE5 • Machine Learning : https://youtube.com/playlist?list=PLYwpaL_SFmcBhOEPwf5cFwqo5B-cP9G4P • Computer Graphics : https://youtube.com/playlist?list=PLYwpaL_SFmcAtxMe7ahYC4ZYjQHun_b-T • C Language Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcBqvw6QTRsA8gvZL3ao2ON- • R Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcCRFzBkZ-b92Hdg-qCUfx48 • Python Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcCJu4i6UGMkMx1p3yYZJsbC • Embedded and Real Time Operating Systems (ERTOS) : https://youtube.com/playlist?list=PLYwpaL_SFmcBpuYagx0JiSaM-Bi4dm0hG • Shridhar Live Talks : https://youtube.com/playlist?list=PLYwpaL_SFmcD21x33RkmGvcZtrnWlTDdI • Welcome to 5 Minutes Engineering : https://youtube.com/playlist?list=PLYwpaL_SFmcCwG02L6fm0G5zmzpyw3eyc • Human Computer Interaction (HCI) : https://youtube.com/playlist?list=PLYwpaL_SFmcDz_8-pygbcNvNF0DEwKoIL • Computer Organization and Architecture : https://youtube.com/playlist?list=PLYwpaL_SFmcCaiXeUEjcTzHwIfJqH1qCN • Deep Learning : https://youtube.com/playlist?list=PLYwpaL_SFmcD-6P8cuX2bZAHSThF6AYvq • Genetic Algorithm : https://youtube.com/playlist?list=PLYwpaL_SFmcDHUTN26NXKfjg6wFJKDO9R • Cloud Computing : https://youtube.com/playlist?list=PLYwpaL_SFmcCyQH0n9GHfwviu6KeJ46BV • Information and Cyber Security : https://youtube.com/playlist?list=PLYwpaL_SFmcArHtWmbs_vXX6soTK3WEJw • Soft Computing and Optimization Algorithms : https://youtube.com/playlist?list=PLYwpaL_SFmcCPUl8mAnb4g1oExKd0n4Gw • Compiler Design : https://youtube.com/playlist?list=PLYwpaL_SFmcC6FupM–SachxUTOiQ7XHw • Operating System : https://youtube.com/playlist?list=PLYwpaL_SFmcD0LLrv7CXxSiO2gNJsoxpi • Hadoop : https://youtube.com/playlist?list=PLYwpaL_SFmcAhiP6C1qVorA7HZRejRE6M • CUDA : https://youtube.com/playlist?list=PLYwpaL_SFmcB73J5yO6uSFUycHJSA45O0 • Discrete Mathematics : https://youtube.com/playlist?list=PLYwpaL_SFmcDKuvj-wIgDnHA5JTfUwrHv • Theory of Computation (TOC) : https://youtube.com/playlist?list=PLYwpaL_SFmcDXLUrW3JEq2cv8efNF6UeQ • Data Analytics : https://youtube.com/playlist?list=PLYwpaL_SFmcD_agAK_MpCDJdDXFuJqS9X • Software Modeling and Design : https://youtube.com/playlist?list=PLYwpaL_SFmcD1pjNSpEm2pje3zPrSiflZ • Internet Of Things (IOT) : https://youtube.com/playlist?list=PLYwpaL_SFmcB8fDd64B8SkJiPpEIzpCzC • Database Management Systems (DBMS) : https://youtube.com/playlist?list=PLYwpaL_SFmcBU4HS74xGTK1cAFbY0rdVY • Computer Network (CN) : https://youtube.com/playlist?list=PLYwpaL_SFmcAXkWn2IR-l_WXOrr0n851a • Software Engineering and Project Management : https://youtube.com/playlist?list=PLYwpaL_SFmcCB7zUM0YSDR-1mM4KoiyLM • Design and Analysis of Algorithm : [More]
AI vs ML vs DL https://youtu.be/Z27llwBA0Uw Myself Shridhar Mankar a Engineer l YouTuber l Educational Blogger l Educator l Podcaster. My Aim- To Make Engineering Students Life EASY. Website – https://5minutesengineering.com 5 Minutes Engineering English YouTube Channel – https://m.youtube.com/channel/UChTsiSbpTuSrdOHpXkKlq6Q Instagram – https://www.instagram.com/5minutesengineering/?hl=en A small donation would mean the world to me and will help me to make AWESOME videos for you. • UPI ID : 5minutesengineering@apl Playlists : • 5 Minutes Engineering Podcast : https://youtube.com/playlist?list=PLYwpaL_SFmcCTAu8NRuCaD3aTEgHLeF0X • Aptitude : https://youtube.com/playlist?list=PLYwpaL_SFmcBpa1jwpCbEDespCRF3UPE5 • Machine Learning : https://youtube.com/playlist?list=PLYwpaL_SFmcBhOEPwf5cFwqo5B-cP9G4P • Computer Graphics : https://youtube.com/playlist?list=PLYwpaL_SFmcAtxMe7ahYC4ZYjQHun_b-T • C Language Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcBqvw6QTRsA8gvZL3ao2ON- • R Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcCRFzBkZ-b92Hdg-qCUfx48 • Python Tutorial for Beginners : https://youtube.com/playlist?list=PLYwpaL_SFmcCJu4i6UGMkMx1p3yYZJsbC • Embedded and Real Time Operating Systems (ERTOS) : https://youtube.com/playlist?list=PLYwpaL_SFmcBpuYagx0JiSaM-Bi4dm0hG • Shridhar Live Talks : https://youtube.com/playlist?list=PLYwpaL_SFmcD21x33RkmGvcZtrnWlTDdI • Welcome to 5 Minutes Engineering : https://youtube.com/playlist?list=PLYwpaL_SFmcCwG02L6fm0G5zmzpyw3eyc • Human Computer Interaction (HCI) : https://youtube.com/playlist?list=PLYwpaL_SFmcDz_8-pygbcNvNF0DEwKoIL • Computer Organization and Architecture : https://youtube.com/playlist?list=PLYwpaL_SFmcCaiXeUEjcTzHwIfJqH1qCN • Deep Learning : https://youtube.com/playlist?list=PLYwpaL_SFmcD-6P8cuX2bZAHSThF6AYvq • Genetic Algorithm : https://youtube.com/playlist?list=PLYwpaL_SFmcDHUTN26NXKfjg6wFJKDO9R • Cloud Computing : https://youtube.com/playlist?list=PLYwpaL_SFmcCyQH0n9GHfwviu6KeJ46BV • Information and Cyber Security : https://youtube.com/playlist?list=PLYwpaL_SFmcArHtWmbs_vXX6soTK3WEJw • Soft Computing and Optimization Algorithms : https://youtube.com/playlist?list=PLYwpaL_SFmcCPUl8mAnb4g1oExKd0n4Gw • Compiler Design : https://youtube.com/playlist?list=PLYwpaL_SFmcC6FupM–SachxUTOiQ7XHw • Operating System : https://youtube.com/playlist?list=PLYwpaL_SFmcD0LLrv7CXxSiO2gNJsoxpi • Hadoop : https://youtube.com/playlist?list=PLYwpaL_SFmcAhiP6C1qVorA7HZRejRE6M • CUDA : https://youtube.com/playlist?list=PLYwpaL_SFmcB73J5yO6uSFUycHJSA45O0 • Discrete Mathematics : https://youtube.com/playlist?list=PLYwpaL_SFmcDKuvj-wIgDnHA5JTfUwrHv • Theory of Computation (TOC) : https://youtube.com/playlist?list=PLYwpaL_SFmcDXLUrW3JEq2cv8efNF6UeQ • Data Analytics : https://youtube.com/playlist?list=PLYwpaL_SFmcD_agAK_MpCDJdDXFuJqS9X • Software Modeling and Design : https://youtube.com/playlist?list=PLYwpaL_SFmcD1pjNSpEm2pje3zPrSiflZ • Internet Of Things (IOT) : https://youtube.com/playlist?list=PLYwpaL_SFmcB8fDd64B8SkJiPpEIzpCzC • Database Management Systems (DBMS) : https://youtube.com/playlist?list=PLYwpaL_SFmcBU4HS74xGTK1cAFbY0rdVY • Computer Network (CN) : https://youtube.com/playlist?list=PLYwpaL_SFmcAXkWn2IR-l_WXOrr0n851a • Software Engineering and Project Management : https://youtube.com/playlist?list=PLYwpaL_SFmcCB7zUM0YSDR-1mM4KoiyLM • [More]