Neural Networks are one of the most popular Machine Learning algorithms, but they are also one of the most poorly understood. Everyone says Neural Networks are "black boxes", but that's not true at all. In this video I break each piece down and show how it works, step-by-step, using simple mathematics that is still true to the algorithm. By the end of this video you will have a deep understanding of what Neural Networks do.

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0:00 Awesome song and introduction
2:01 A simple dataset and problem
3:37 Description of Neural Networks
7:54 Creating a squiggle from curved lines
15:25 Using the Neural Network to make a prediction
16:38 Some more Neural Network terminology

#StatQuest #NeuralNetworks

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The Intelligent Inspection toolset, powered by Deep Learning technology, provides powerful and robust on-device anomaly detection as well as object classification that is not possible with rule-based machine vision.

The user-friendly interface, on-device traning and example-based approach makes it easy to ensure that inspected items fulfill required quality and sorting demands, which helps to improve yield, reliability, productivity and increase customer satisfaction.

Intelligent Inspection toolset is part of the SICK Nova 2D SensorApp and runs directly on the InspectorP6xx 2D vision sensors.

And that’s not all, traditional rule-based machine vision tools are also included, combining benefits with deep learning side-by-side.

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#minecraft #neuralnetwork #backpropagation

I built an analog neural network in vanilla Minecraft without any mods or command blocks. The network uses Redstone wire power strengths to carry the signal through one hidden layer, including nonlinearities, and then do automatic backpropagation and even weight updates.

OUTLINE:
0:00 - Intro & Overview
1:50 - Redstone Components Explained
5:00 - Analog Multiplication in Redstone
7:00 - Gradient Descent for Square Root Computation
9:35 - Neural Network Demonstration
10:45 - Network Schema Explained
18:35 - The Network Learns a Datapoint
20:20 - Outro & Conclusion

I built this during a series of live streams and want to thank everyone who helped me and cheered for me in the chat!

World saves here: https://github.com/yk/minecraft-neural-network
Game here: https://www.minecraft.net
Multiplier Inspiration: https://www.youtube.com/channe....l/UCLmzk4TlnLXCXCHcj

Credits to Lanz for editing!

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This video explores the GPT-2 paper "Language Models are Unsupervised Multitask Learners". The paper has this title because their experiments show how massive language models trained on massive datasets can perform tasks like Question Answering and Translation by carefully formatting them as language modeling inputs.

Paper Links
GPT-2 Paper: https://cdn.openai.com/better-....language-models/lang
AllenNLP GPT-2 Demo: https://demo.allennlp.org/next....-token-lm?text=Joel%
The Illustrated GPT-2: http://jalammar.github.io/illustrated-gpt2/
Combining GPT2 and BERT to make a fake person: https://www.bonkerfield.org/20....20/02/combining-gpt-

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Enjoy the peaceful and colorful nature views in beautiful 4K UHD. Helps Relax & Fall Asleep FAST! 2 hours long. Relax with beautiful and colorful Macaws Parrots like the Scarlet Macaw. Sounds for relaxation, sleep, meditation, yoga, study. Sit back, relax and enjoy :)

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Welcome to our channel dedicated to providing its viewers with calming and relaxing music! In a world filled with stress and chaos, taking a moment to unwind and find peace is essential for both physical and mental well-being.

Here's what you can expect from our channel:
A variety of soothing music. Our channel features an extensive collection of calming and relaxing music, including classical, ambient, and nature sounds.

🎶 We hope that our channel will become a go-to destination for anyone in need of a little peace and tranquility. So sit back, relax, and let the music take you away to a more peaceful place. Please LIKE & SUBSCRIBE to our channel and share with your friends and family. 🎶

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#meditationmusic #stressrelief #deephealing #studymusic #yogamusic #relaxmusic

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This Edureka video on 'Procedure Oriented Programming vs Object-oriented Programming' will help you know some of the most important differences between these two programming paradigms. Here are all the topics discussed in this video:
0:00 Introduction
1:11 What is a programming paradigm?
1:41 What is Procedure oriented Programming?
6:31 What is object-oriented programming?
13:42 POP vs OOP

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Learn Python programming from Harvard University. It dives more deeply into the design and implementation of web apps with Python, JavaScript, and SQL using frameworks like Django, React, and Bootstrap. Topics include database design, scalability, security, and user experience. You will learn how to write and use APIs, create interactive UIs, and leverage cloud services like GitHub and Heroku.

This course will teach you how to read and write code as well as how to test and “debug” it. It is designed for students with or without prior programming experience who’d like to learn Python specifically. Learn about functions, arguments, and return values (oh my!); variables and types; conditionals and Boolean expressions; and loops. Learn how to handle exceptions, find and fix bugs, and write unit tests; use third-party libraries; validate and extract data with regular expressions; model real-world entities with classes, objects, methods, and properties; and read and write files. Hands-on opportunities for lots of practice. Exercises inspired by real-world programming problems. No software required except for a web browser, or you can write code on your own PC or Mac.

Whereas CS50x (the original CS50 course) itself focuses on computer science more generally as well as programming with C, Python, SQL, and JavaScript, this course, aka CS50P, is entirely focused on programming with Python. You can take CS50P before CS50x, during CS50x, or after CS50x. But for an introduction to computer science itself, you should still take CS50x!

💻 Slides, source code, and more at https://cs50.harvard.edu/python

✏️ Dr. David J. Malan teaches this course.

🖥 Watch the original CS50x course: https://youtu.be/8mAITcNt710

⭐️ Course Contents ⭐️
(00:00:00) Introduction
(00:04:48) Lecture 0 - Functions, Variables
(01:50:24) Lecture 1 - Conditionals
(02:46:23) Lecture 2 - Loops
(04:07:10) Lecture 3 - Exceptions
(04:51:45) Lecture 4 - Libraries
(06:09:15) Lecture 5 - Unit Tests
(07:00:22) Lecture 6 - File I/O
(08:32:32) Lecture 7 - Regular Expressions
(10:37:35) Lecture 8 - Object-Oriented Programming
(13:28:47) Lecture 9 - Et Cetera

HOW TO JOIN CS50 COMMUNITIES

Discord: https://discord.gg/cs50
Ed: https://cs50.harvard.edu/x/ed
Facebook Group: https://www.facebook.com/groups/cs50/
Faceboook Page: https://www.facebook.com/cs50/
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HOW TO FOLLOW DAVID J. MALAN

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LICENSE

CC BY-NC-SA 4.0
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License
https://creativecommons.org/licenses/by-nc-sa/4.0/

🔥 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐌𝐲𝐒𝐐𝐋 𝐃𝐁𝐀 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/mysql-dba (Use Code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
This Edureka video on 'SQL Triggers' will help you understand the concept of triggers in SQL. Below are the topics covered in this SQL Triggers For Beginners:
00:00:00 Introduction
00:00:21 Agenda
00:00:48 What is a Trigger
00:02:21 Syntax of Trigger
00:04:29 Nested Triggers
00:05:19 Operation in Trigger


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Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐂𝐲𝐛𝐞𝐫 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/cyberse....curity-certification 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka video gives an introduction to Network Security and its nuances. It discusses the need of network security, tools for network security, and various other fundamental concepts
Topics Covered:
00:00:00 Introduction
00:00:09 Objectives
00:00:31 Introduction To Computer Network
00:05:34 What Is A Computer Network?
00:06:24 Layered Architecture
00:09:11 ISO-OSI Reference Model - Overview
00:10:25 OSI Reference Model – Flow
00:12:58 Physical Layer
00:14:04 Data Link Layer
00:15:07 Network Layer
00:16:47 Session Layer
00:17:30 Presentation Layer
00:18:52 Layer 7 - Application Layer
00:19:03 Summary
00:20:18 Protocol Data Unit (PDU)
00:23:14 Peer To Peer Communication
00:32:16 OSI Layer - Functions Function
00:36:23 Demo 1: Sniffer
00:44:46 TCP/IP Stack
00:45:08 TCP/IP: Application Layer
00:45:58 TCP/IP: Transport Layer
00:46:35 TCP/IP: Internet Layer
00:47:24 TCP/IP: Link Layer
00:52:02 Network Devices
00:52:37 Repeater
00:54:18 What Is A 'Protocol?
00:54:26 OSI Model Layers & Information Exchange
00:54:34 ARP (Address Resolution Protocol)
00:54:41 ARP - Attacker's View
00:55:18 ARP-Solution To Attacker's View
00:55:49 DHCP (Dynamic Host Configuration Protocol)
00:55:53 DHCP Process
00:57:28 DHCP - Attacker's View & Solution
00:58:43 ICMP - Attacker's View & Solution
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This video on C++ Inheritance tutorial will help you learn about Inheritance in C++ and why we use inheritance in C++. You will also understand modes of inheritance and different types of inheritance in C++. You will get an introduction to inheritance in C++ programming with examples of the different types of inheritance.

Below topics covered in this video:
00:00 What is inheritance?
01:37 Why do we use inheritance?
02:50 Modes of inheritance
03:50 Types of inheritance
04:03 Single inheritance
04:54 Multiple inheritances
05:32 Multilevel inheritance
06:22 Hierarchical inheritance
06:55 Hybrid inheritance

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✅What is C++ Programming?
C++ is an enhanced and extended version of C programming language, developed by Bjarne Stroustrup in 1979 as part of his Ph.D. project. Bjarne developed what he called ‘C with Classes’ (later renamed C++) because he felt limited by the existing programming languages that were not ideal for large scale projects. He used C to build what he wanted because C was already a general-purpose language that was efficient and fast in its operations.

✅What is Inheritance in C++?
Inheritance in C++ is a process in which the child class inherits properties and features from its parent class. The class which inherits the properties is called the child class or derived class and the class whose properties are inherited is called the parent class or base class. There are different types of inheritance.

Single inheritance
Multiple inheritance
Multilevel inheritance
Hierarchical inheritance
Hybrid inheritance

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This Edureka tutorial on "Power BI Dashboards" takes you through Microsoft’s Power BI package of software tools for interactive data visualizations and shows you just how easy it is to create your own online dashboard from comprehensive data reports with its self-service BI application interfaces.
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00:07:00 Demo

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I Built My Second Brain with AI (GPT-3)

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00:15 What is Semantic Search with Vectors
01:05 My Second AI Brain For Productivity
06:15 Building a New Brain

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🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐀𝐳𝐮𝐫𝐞 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐂𝐨𝐮𝐫𝐬𝐞 :https://www.edureka.co/microso....ft-certified-azure-s (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka Azure Full Course video will help you understand and learn Azure & its services in detail. Topics covered in this Azure full course are Microsoft Azure, Organizations Using Azure, and a number of Azure Services. Learn about the whole implementation of Azure Projects, Azure Services, and Azure Pricing through a variety of hands-on methods. In addition, we'll discuss the Top 3 Cloud Providers, Different Cloud Models, and How To Deploy an E-Commerce App On Azure. We'll also go over some crucial Azure interview questions at the conclusion of the video.
00:00:00 Introduction
00:01:20 Agenda
00:02:30 Why Cloud computing?
00:05:55 What is Cloud computing?
00:07:16 What is Azure?
00:13:08 Companies using Azure
00:22:21 How to launch services in Azure?
00:48:19 Benefits of Azure Certification
00:49:10 Types of Azure Certification
00:59:13 How to create a free Azure account
01:03:24 Azure Portal
01:18:29 Why Azure VM?
01:19:20 What is Azure VM
01:21:00 Azure VM Key Features
01:45:18 Evolution of Development and Deployment
01:55:22 What is Kubernetes
02:04:35 What is Azure Kubernetes Services?
02:10:27 USE Case: Vehicle Safety With AKS
02:29:43 What are ARM Templates?
02:42:30 Template Design
02:52:21 Demo
03:02:24 Service Audience
03:25:02 What is Azure Load Balancer?
03:57:43 What is Azure Firewall?
04:27:03 Demo
04:32:55 What is Azure Storage?
04:53:52 Components of Azure Storage
05:11:28 Azure Import/Export Component
05:27:23 When to Use Azure Import/Export?
05:31:35 Pricing
05:41:38 What is Azure App Services?
05:48:20 App Service Plans
05:57:33 Pricing Tier
06:01:45 Types of Azure Databases
06:05:06 Azure Database Architecture
06:15:09 Azure Data factory
06:21:51 Cosmos DB Use cases
06:32:45 What is Azure SQL?
06:39:27 What is Azure SQL Database?
06:59:34 What are Azure SQL Managed Instances?
07:05:26 Azure SQL DB vs Azure SQL MI
07:09:38 SQL Server on Azure VM
07:22:12 Azure SQL use cases
07:23:52 What is Data Factory
07:28:54 Data Lake vs Data Warehouse
07:54:53 Databricks
08:27:34 Azure Data Lake Storage
08:28:24 How to create Azure data lake storage
08:43:29 Various Processes in ML Life-cycle
09:11:08 What is IoT?
09:15:20 Azure IOT Components
09:26:13 What is Azure Service Bus?
09:37:07 Queues vs Topics
10:06:27 Hands-On: Push and pull messages by topics and subscription
10:24:53 AWS vs Azure vs GCP
10:32:26 AZ-400 Course Outline
10:38:18 Certification exam guide
10:40:49 Azure interview question

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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

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🔥Post Graduate Program In Digital Marketing: https://www.simplilearn.com/pgp-digital-marketing-certification-program?utm_campaign=DigitalMarketingScribe&utm_medium=DescriptionFirstFold&utm_source=youtube
Digital Marketing combines the reach and accessibility of the internet to enable us to market our products across the world. In this video, join us on a journey as we tell you about what is digital marketing, the types of digital marketing, and so much more! So, without further ado, let's jump in!

Don't forget to take the quiz at 03:52!

00:00 Digital Marketing
00:54 Types of Digital Marketing
01:21 Content Marketing
01:32 Search Engine Optimization
02:08 Pay Per Click
02:27 Social Media Marketing
03:05 Email Marketing
03:35 Affiliate Marketing

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What is Digital Marketing?
The digital marketing concept has its roots in traditional marketing methods but has a lot of online-specific aspects. Digital marketing involves connecting with customers and potential customers and convincing them they need your product or service. This is done through the Internet, social media, and other digital platforms. It is also known as ONLINE MARKETING, the most accessible, modern, and easy-to-use form of Promotion available today.

➡️ About Post Graduate Program In Digital Marketing:

Get a hands-on Live Interactive Learning experience with this Digital Marketing Course. Learn via fundamental and advanced material, preparing you for your Digital Marketing Career. Get a Meta Certified Digital Marketing Associate exam voucher worth USD $99 to showcase your skills.

✅ Key Features

- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Joint Purdue-Simplilearn Digital Marketer Certificate
- Become eligible to be part of the Purdue University Alumni Association
- Masterclasses delivered by Purdue faculty
- Harvard Business Publishing Cases
- Build your website & learn real-world hands-on digital marketing techniques
- Master sessions by Meta Blueprint trainer
- 6-credit transfer for the Purdue Online MS in Communication program
- Meta Certified Digital Marketing Associate exam voucher worth USD $99
- 5 Capstone problem statements and 15+ course-end projects
- 10+ case studies from brands like Adidas, KFC, Nike, Intel, etc.
- 35+ digital marketing tools
- Boost productivity with ChatGPT and AI tools (Blue Willow, Stable Fusion & Well Said Labs)
- Course aligned with Hootsuite and SE Ranking certification
- Learn using Meta Business Coach Chatbot
- Live classes delivered by Industry Experts along with self-paced content


✅ Skills Covered

- Website Creation
- Behavioral Marketing
- Keyword Research
- Search Engine Optimization
- Search Engine Marketing
- Campaign Management
- Social Media Marketing
- Mobile Marketing
- Content Marketing
- Content Strategy
- Strategies for Paid Campaigns
- Analytics ROI and Evaluation
- AI Automation and Emerging Technology

👉Learn more at: https://www.simplilearn.com/pgp-digital-marketing-certification-program?utm_campaign=DigitalMarketingScribe&utm_medium=Description&utm_source=youtube

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00:00:27 Agenda
00:46 Security
00:05:29 Themes
00:09:19 Graphics
00:10:36 Printing Options
00:13:06 Data Tables
00:16:09 Charts
00:17:22 Pivot Tables and Pivot Charts
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00:22:18 Filtering Data
00:23:29 Data Sorting
00:24:54 Cross Referencing in Excel
00:27:46 Macros
00:30:00 Language Translation

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