I'm going to show you GPT3 playground and how I built my very first GPT3 based application. GPT3 is amazing and this tutorial will take you into the magic and give you the basics of prompt design and examples of how the tech can be applied in python.

I've made the Google Colab and Github repos available here:

Google Colab notebook example:
https://colab.research.google.....com/drive/1TyuTvjs0h

Github Cbot command line example
https://github.com/graiz/cbot

Blog post with additional details:
https://gregraiz.com/building-....a-command-line-appli

How do you get an API key?
You have to apply for a key on OpenAI: https://beta.openai.com/
If you're waiting you can play around with GPT2. I have a video on how that works here: https://www.youtube.com/watch?v=R6KoIp1ETpM

Follow me on twitter http://www.twitter.com/graiz
I also have a blog and discord channel if you want to connect with me:
https://www.gregraiz.com

- GPT 3 demo of how to use the Open AI playground
- GPT 3 demo of using Google Colab with OpenAI
- GPT 3 demo of exporting an app to Python
- GPT 3 demo some of the problems with Open AI
- GPT3 demo of command line auto-complete from English to shell commands

The entire experience of building a GPT3 application is incredibly easy. That being said there are a lot of limits on what GPT3 currently does.

The core of the GPT3 experience is a single screen called the playground, this is where you can send commands, adjust the sliders and settings and see responses. The rest of the interface is example prompts that fill-in data from the playground and documentation.

The core of GPT3 is that it's a very sophisticated auto-complete. So when designing a prompt or playing with the playground, you want to give it as much context to complete your text in a meaningful way.

After playing around in the playground, I wanted to build an actual app that I could use on a regular basis. I've been trying to use the command line more to keep my hands on the keyboard and keep from dragging/dropping files around but I would often forget the more obscure commands.

I decided to build a bot that would help me find those commands based on simple english querries like.
- How do you install a program
- How do you change permissions on a file
- How do you copy files or pretty much anything else.

I started in the playground and got a very basic version working. OpenAi gives you tools to export the code and I did that into Google Collab. This is an interactive way to run/test and edit python. This was my first python program I've written so the interactive nature was helpful in playing around with basic concepts and getting the bare bones of the program running.

From there I was able to copy the code to my computer and get it working even better. I made this utility that I call cbot, I've made it open source and available to try. Unfortunately you do need an OpenAI API key to use it. This is unfortunate because it makes it difficult for developers to create and share open source tools that leverage OpenAI.

So far cbot has been really useful for looking up obscure commands and allows me to stay in the flow rather than jumping around the web trying to look up commands. My big takeaways from building my first GPT3 application:

1 - Getting started is incredibly easy and a lot of fun. I played around with how AI could be applied to ordering systems, explaining medicines in plain english to patients, grammar correction, and authoring Seinfeld fan-fiction scripts. I'm excited because there's a lot of interesting applications and the technology is very accessible.
2 - It's not magic and it's not perfect. It would often go off on a tangent and occasionally get stuck in a loop. There are controls to adjust how it will perform, but tweeking these controls seems to be an art, not a science.
3 - Developers should think of OpenAI as infrastructure. Similar to AWS, or Azure, it's providing pieces of functionality for your product/application. It's also a dependency and a point of failure. If you're starting a business using GPT3 you need to consider your long-term advantage and moat for your company because application of this technology will become common place.
4 - After playing with GPT3, I'm less concerned about the tech becoming self-aware and taking over the world. It's really impressive but it still has a long way to go. As I said before, the PT in GPT stands for pre-training and in the current version you're not yet able to upload large sets of data to fine tune the model. This is something that OpenAI is working on but it's got a way to go.
5 - Lastly - We are at the very start of something really big. If someone with no prior python experience can whip together an app that harnesses the collective knowledge of the web, just imagine where the technology can go.

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This video, " How to create video using ChatGPT" by Simplilearn, will take you through 2 different AI tools you can use to make engaging youtube videos. In this tutorial, you will see why using ChatGPT to make youtube videos is more easy and fun at the same time. In addition, you will also see how VEED is used to make engaging videos without giving much effort. Below are the topics we are covering in this ChatGPT tutorial.
00:00 How to create video using ChatGPT?
02:33 How to use ChatGPT for video script
06:10 Using ChatGPT to make youtube videos
09:25 Introduction to VEED
10:59 Using VEED to edit youtube videos

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🔵 What Is ChatGPT?
- ChatGPT is an advanced language model developed by OpenAI.
- It is based on the GPT-3.5 architecture, capable of generating human-like text.
- ChatGPT is trained on a vast amount of data and can provide conversational responses across a wide range of topics.

🔵 What is VEED?
VEED.IO is an online video editing platform enhanced by artificial intelligence, enabling effortless and inclusive video creation for all users.

#HowToCreateVideoUsingChatGPT #YouTubeVideosUisngChatGPT #ChatGPT #Chat_GPT #CreateVideoUsingChatGPT #ChatGPTTutorial #Simplilearn

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In Photoshop 2023 Beta, the new Generative Fill and Contextual task Bar are the most advanced features Photoshop ever had! It uses artificial intelligence in the most effective way to give you unbelievably effective results!

https://www.shutterstock.com/photos
Royalty-free stock photos provided by Shutterstock
ID #: 19138672 By Zhuk
ID #: 236514838 by Soloviova Liudmyla
ID #: 2270770931 by Imilian

All of my Patrons and Channel Members receive VIP Early Access Passes to watch my new Photoshop tutorials one week before the public can see them! 😊💙

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This demo shows how to run large AI models from #huggingface on a Single GPU without Out of Memory error. Take a OPT-175B or BLOOM-176B parameter model .These are large language models and often require very high processing machine or multi-GPU, but thanks to bitsandbytes, in just a few tweaks to your code, you can run these large models on single node.

In this tutorial, we'll see 3 Billion parameter BLOOM AI model (loaded from Hugging Face) and #LLM inference on Google Colab (Tesla T4) without OOM.

This is brilliant! Kudos to the team.

bitsandbytes - https://github.com/TimDettmers/bitsandbytes
Google Colab Notebook - https://colab.research.google.....com/drive/1qOjXfQIAU

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The "YouTube SEO 2023" video will help you understand how Youtube SEO work and how to optimize your content according to your SEO. Apart from that, We will learn How To Upload YouTube Video In 2023 and how to track their performance. We will also check out various SEO Tools that can get the job done. This Youtube SEO Tutorial will provide tips to improve your Stats using Youtube SEO.

In this YouTube SEO 2023 Video, we will learn the following:
00:00 YouTube SEO 2023
03:07 What is Youtube SEO?
12:05 How does Youtube SEO Work?
14:22 Youtube SEO Tips
35:26 Youtube SEO Tools

❓What is Youtube SEO?
YouTube SEO is a method for enhancing the ranking of channels and videos in search rankings. Many businesses use YouTube SEO techniques to increase their brand Reach over YouTube. YouTube has implemented an algorithm to rank videos to make relevant videos discoverable to users. As a result, channels face a challenge; if they want to be seen, they need to implement measures to optimize their videos for better ranking.

❓Best Youtube SEO Tools
⏩Canva
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⏩TubeBuddy
⏩Ahrefs Keyword Explorer
⏩Cyfe

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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.

✅ Watch Digital Marketing 2023 Playlist: https://youtube.com/playlist?l....ist=PLEiEAq2VkUULa5a

✅ IMT Digital Marketing Program Overview

This IMT Ghaziabad Digital Marketing Program grooms you to become a Digital Marketing expert through a comprehensive curriculum exploring all the different facets of digital marketing. It trains you on the latest digital marketing tools, and how to apply them for maximum results.

✅ Professional Certificate in Digital Marketing by IMT Ghaziabad Features
- Digital Marketing certificate from IMT Ghaziabad
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- Live classes delivered by IMT faculty
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- Master sessions and Ask Me Anything sessions by Meta Blueprint Trainer
- Capstone projects from 5 domains and 25+ hands-on course end projects
- 8X higher live interaction with live online classes by industry experts
- Simplilearn's JobAssist helps you get noticed by top hiring companies

✅ Skills Covered
- Digital Marketing
- Search Engine Optimization
- Pay Per Click
- Content Marketing
- Marketing Analytics
- Keyword Research
- Onpage Optimization
- Offpage Optimization
- Social Media Marketing
- YouTube Marketing
- Facebook Marketing
- Mobile Marketing

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In this Full Course on "Full Stack Web Development Course 2023" we will discuss about Full stack development after that we will see how to become a full-stack developer in 2023. After that we will learn more about HTML, CSS, and JavaScript. Following that, we will discuss the framework of JavaScript, React, Angular including how to use routing.
Moving Ahead we will talk about backend development, Node js, and Django.
After that, we will Learn About SQL, MongoDB And later on, explore what is GitHub and how to deploy our Project.
We will also talk about the salary and skills of a full Stack developer after which we have lined up an interview question and Answer series for you guys and with the help of that you can land a great job in the domain of full stack.

00:00:00 - Full Stack Web development Course 2023
00:01:23 - What is Full Stack?
00:07:53 - How To Become A Full Stack Web Developer In 2023
00:19:10 - Front End vs Back End Explained
00:26:47 - How to become frontend developer
00:34:49 - HTML
01:34:48 - What is CSS?
01:40:15 - CSS Color
01:45:19 - CSS Background Image
01:50:02 - CSS Selectors
01:53:32 - CSS BOX model
01:58:13 - CSS Flexbox
02:05:04 - CSS Grid layout
02:20:02 - CSS Forms
02:33:36 - What is JavaScript
02:46:32 - What is Dom
03:03:02 - JavaScript
04:05:15- How To Become A Backend Developer
04:10:05 - Angular
05:13:14 - Angular Routing
05:24:41 - React
06:15:10 - Node js
06:48:05 - What is Django
06:48:34 - Django Tutorial
08:20:57- SQL
08:48:37 - Mongo DB
10:30:27 - What is GitHub
10:37:39 - Full Stack Developer Salary, Skills & Resume
10:45:02 - Top 6 Projects To Add In Your Resume In 2023
10:51:45 - Interview QA HTML
10:56:34 - CSS Inerview Q/A
11:03:53 - JavaScript Interview Q/A
11:09:51 - Angular Interview Q/A
11:16:51 - React Interview Q/A
11:22:50 - Node js Interview Q/A

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⏩ Check out the Full Stack tutorial videos: https://youtube.com/playlist?l....ist=PLEiEAq2VkUULCC3

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#FullStack #FullStackDevelopment #FullStackWebDevelopment #FullStackDeveloper #FullStackDeveloperCourse
#WhatIsFullStack #WhatIsFullStackWebDevelopment #FullStackDeveloperTutorial #FullStackWebDevelopmentCourse #FullStackTraining #FrontEndDevelopment #BackEndDevelopment #Simplilearn

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✅ About Web Development Course:

This program will give you the foundation for building full stack web apps using the Java programming language. You'll begin with the basics of JavaScript, and then venture into some of the more advanced concepts like Angular, Spring Boot, Hibernate, JSPs, and MVC. Now is a perfect time to get started on your career as a full stack web developer!

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This video by simplilearn is based on Google Cloud In-depth tutorial for 2022. This google cloud in-depth tutorial will help you learn the critical fundamentals of the cloud according to the current IT Standards. Also, the tutorial will guide you with critical skills, tips and tricks required to become a cloud expert. 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.

What is GCP?
GCP Tutorial
AWS vs GCP
GCP Web Hosting
Google Cloud ML
Google Cloud Platform Certificate Training

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#GoogleCloudPlatformTutorial #GoogleCloudPlatformFullCourse #GoogleCloudTutorial #GoogleCloudPlatformTutorialForBeginners #CloudComputing #Simplilearn

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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
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Eligibility: This Google Cloud Platform Architect course is well-suited for: Software developers, Cloud solutions architects, Systems operators, DevOps engineers

Pre-requisites:
1. Knowledge of Google Cloud Platform fundamentals or any cloud platform is beneficial.
2. Basic knowledge of command-line tools and Linux operating system environments.
3. Prior operations experience in deploying and managing applications, either on-premises or in a public cloud environment.

👉Learn more at: https://www.simplilearn.com/google-cloud-architect-certification-training-course?utm_campaign=GCPFS12Feb23&utm_medium=Description&utm_source=youtubeL

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For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/30l2Kkw

Professor Christopher Manning, Stanford University
http://onlinehub.stanford.edu/

Professor Christopher Manning
Thomas M. Siebel Professor in Machine Learning, Professor of Linguistics and of Computer Science
Director, Stanford Artificial Intelligence Laboratory (SAIL)

To follow along with the course schedule and syllabus, visit: http://web.stanford.edu/class/....cs224n/index.html#sc

0:00 Introduction
0:23 Announcements
2:00 What is Coreference Resolution?
12:04 Applications
16:40 Coreference Resolution in Two Steps
19:39 Mention Detection: Not so Simple
22:19 Can we avoid a pipelined system?
23:39 4. On to Coreference! First, some linguistics
26:11 Anaphora vs Coreference
27:59 Anaphora vs. Coreference
29:24 Anaphora vs. Cataphora
32:33 Four kinds of Coreference Models
34:43 Hobbs Algorithm Example
40:07 Knowledge-based Pronominal Coreference
45:01 Hobbs' algorithm: commentary
46:06 Coreference Models: Mention Pair
47:33 Mention Pair Training
48:05 Mention Pair Test Time
52:01 7. Coreference Models: Mention Ranking
54:57 Coreference Models: Training
56:05 Mention Ranking Models: Test Time
56:49 A. Non-Neural Coref Model: Features

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Gain powerful digital leadership skills with the Post Graduate Digital Transformation Certification Program in collaboration with Purdue University. Also, master the most comprehensive framework for a successful business transformation with this Digital Transformation Course. This Digital Transformation Course will focus on the critical aspects of building a digital-ready business. You'll learn everything from understanding and leveraging the drivers of transformation to build a digital business strategy, to lead organizations, and help them navigate through the digital disruption.

Key Features:
✅Post Graduate Program Certification and Alumni Membership from Purdue University
✅Masterclasses by top faculty from Purdue University, and senior consultants from KPMG
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✅8X higher live interaction with 100+ hours of live online classes by industry experts
✅Interactive peer learning via Harvard Business Publishing case studies and real-life group projects
✅Enrollment in Simplilearn’s JobAssist
✅Get noticed by the top hiring companies

Skills Covered:
✅Digital Disruption
✅Digital Strategy
✅Digital Business Model
✅Agile Business Transformation
✅Design Thinking
✅People Leadership
✅Digital Marketing
✅Artificial Intelligence

What can I expect from this Digital Transformation course powered by KPMG in India?
The Post Graduate Digital Transformation Training Program is unique in many ways. It brings you deep understanding and practical frameworks to help you develop a digital strategy to take your business digital and thrive in a technologically disruptive environment. It includes:
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✅Case studies and industry examples
✅Masterclasses and ask me anything sessions by senior consultants from KPMG in India.

What are the eligibility criteria for this Post Graduate Program in Digital Transformation in collaboration with Purdue University?
For admission to this Digital Transformation Certification program, candidates must possess at least one of the first two criteria below:
✅Five years of experience
✅A Bachelor's degree in any discipline
✅A strategy or general management background is desirable (but not required)

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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 Active Directory” video will give you a thorough and insightful overview of Microsoft Azure Active Directory and help you understand other related terms like Tenants, Domain services etc.
Topics Covered:
00:00:00 Introduction
00:00:37 Agenda
00:00:10 What is cloud
00:02:30 What is cloud computing
00:03:17 What is Azure
00:05:40 Azure Features
00:08:02 What is Azure Active Directory
00:21:52 Windows AD vs Azure AD
00:13:50 Azure Active Directory Edition
00:17:14 Azure Active Directory Tenants

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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

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🔵 DevOps Engineer Masters Program: http://bit.ly/3Oud9PC
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🌕 Post Graduate Program in DevOps with Purdue University: https://bit.ly/3Ov52lT

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** Test Automation Engineer Masters Program : https://www.edureka.co/masters....-program/automation- **
This Edureka video on Types of Software Testing covers the various types of functional and non-functional testing.
Below topics are covered in this video:
00:00 Introduction
01:01 What is Software Testing
01:40 Why need Testing?
04:36 Software Testing Life Cycle
05:15 Types of Software Testing
06:40 Unit Testing
09:10 Integration Testing
11:15 System Testing
12:27 Interface Testing
15:41 Regression Testing
17:16 Acceptance Testing
19:32 Documentation Testing
20:30 Installation Testing
22:53 Performance Testing
24:24 Reliability Testing
26:21 Security Testing

Selenium playlist: https://goo.gl/NmuzXE
Selenium Blog playlist: http://bit.ly/2B7C3QR
Software Testing Blog playlist: http://bit.ly/2UXwdJm
- - - - - - - - - - - - - - - - -

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#edureka #edurekasoftwaretesting #softwaretestingtypes #selenium #automationtesting

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Patreon: https://www.patreon.com/daveshap (now includes Discord!)
GATO Framework: https://www.gatoframework.org/

GitHub: https://github.com/daveshap
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Relevant Subreddits:
Artificial Sentience: https://www.reddit.com/r/ArtificialSentience/
Heuristic Imperatives: https://www.reddit.com/r/HeuristicImperatives/
Autonomous AI: https://www.reddit.com/r/Autonomous_AI/

DISCLAIMER: This video is not medical, financial, or legal advice. This is just my personal story and research findings. Always consult a licensed professional.

I work to better myself and the rest of humanity.

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐒𝐞𝐥𝐞𝐧𝐢𝐮𝐦 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠: https://www.edureka.co/seleniu....m-certification-trai code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
This Edureka Selenium Grid tutorial video (Selenium Grid Blog: https://goo.gl/1udj34) will take you through the in-depth details of Selenium Grid. This Selenium tutorial is ideal for both beginners and professionals who want to brush up the basics of Selenium Grid in terms of how Hub and nodes are setup.

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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

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🔵 Angular Online Training: http://bit.ly/3EYcCTe

🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬

🔵 DevOps Engineer Masters Program: http://bit.ly/3Oud9PC
🌕 Cloud Architect Masters Program: http://bit.ly/3OvueZy
🔵 Data Scientist Masters Program: http://bit.ly/3tUAOiT
🌕 Big Data Architect Masters Program: http://bit.ly/3tTWT0V
🔵 Machine Learning Engineer Masters Program: http://bit.ly/3AEq4c4
🌕 Business Intelligence Masters Program: http://bit.ly/3UZPqJz
🔵 Python Developer Masters Program: http://bit.ly/3EV6kDv
🌕 RPA Developer Masters Program: http://bit.ly/3OteYfP
🔵 Web Development Masters Program: http://bit.ly/3U9R5va
🌕 Computer Science Bootcamp Program : http://bit.ly/3UZxPBy
🔵 Cyber Security Masters Program: http://bit.ly/3U25rNR
🌕 Full Stack Developer Masters Program : http://bit.ly/3tWCE2S
🔵 Automation Testing Engineer Masters Program : http://bit.ly/3AGXg2J
🌕 Python Developer Masters Program : https://bit.ly/3EV6kDv
🔵 Azure Cloud Engineer Masters Program: http://bit.ly/3AEBHzH

🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬

🌕 Post Graduate Program in DevOps with Purdue University: https://bit.ly/3Ov52lT

🔵 Advanced Certificate Program in Data Science with E&ICT Academy, IIT Guwahati: http://bit.ly/3V7ffrh


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🔥Post Graduate Program In Full Stack Web Development: https://www.simplilearn.com/pgp-full-stack-web-development-certification-training-course?utm_campaign=WhatIsDataStructures-CCxgUXrbFWY&utm_medium=DescriptionFF&utm_source=youtube
🔥Caltech Coding Bootcamp (US Only): https://www.simplilearn.com/coding-bootcamp?utm_campaign=WhatIsDataStructures-CCxgUXrbFWY&utm_medium=DescriptionFF&utm_source=youtube

This tutorial will provide you an introduction to data structures. This Simplilearn tutorial will teach novices what data structure is and how to use it. We will discover real-world examples of data structures, as well as the types of data structures and their uses, in this data structures tutorial.

The following are some of the themes covered in this video:
00:00:00 Introduction What Is Data Structure?
00:01:21 What Is Data Structure?
00:02:07 What Is Data Structure? and Why do we need Data Structures?
00:04:17 What Is Data Structure? and it's Types
00:06:52 Importance of Data Structures

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#WhatIsDataStructure #IntroductionToDataStructure #DataStructuresTutotorial #DataStrcutureExplained #DataStrcuturesWithExamples #DataStrcutures #DataStructureTutorial #DataStructureAndAlgorithmsTutorial #DataStrcutures #Simplilearn

Introduction to Data Structures?
A data structure is a collection of data pieces that provides an efficient method for storing and organizing data in a computer so that it may be used effectively. Arrays, Linked Lists, Stacks, Queues, and other Data Structures are examples. Data Structures are employed in practically every element of computer science, including operating systems, compiler design, artificial intelligence, graphics, and many more applications.

What Is a Data Structure?
The short answer is: a data structure is a specific means of organizing data in a system to access and use. The long answer is a data structure is a blend of data organization, management, retrieval, and storage, brought together into one format that allows efficient access and modification. It’s collecting data values, the relationships they share, and the applicable functions or operations.

Why Is Data Structure Important?
The digital world processes an increasing amount of data every year. According to Forbes, there are 2.5 quintillion bytes of data generated daily. The world created over 90 percent of the existing data in 2018 in the previous two years! The Internet of Things (IoT) is responsible for a significant part of this data explosion. Data structures are necessary to manage the massive amounts of generated data and a critical factor in boosting algorithm efficiency. Finally, since nearly all software applications use data structures and algorithms, your education path needs to include learning data structure and algorithms if you want a career as a data scientist or programmer. Interviewers want qualified candidates who understand how to use data structures and algorithms, so the more you know about the concepts, the more comfortably and confidently you will answer data structure interview questions.

Learn more about Data Structures: https://www.simplilearn.com/data-structures-and-algorithms-article?utm_campaign=WhatIsDataStructures&utm_medium=Description&utm_source=youtube

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MIT Introduction to Deep Learning 6.S191: Lecture 9
The Modern Era of Statistics
Lecturer: Ramin Hasani
2023 Edition

For all lectures, slides, and lab materials: http://introtodeeplearning.com​

Lecture Outline - coming soon!


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🔥 Advanced Certificate Program In Data Science: https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program?utm_campaign=AIvsMLvsDLvsDataScience-vNc2z2u_nh0&utm_medium=DescriptionFF&utm_source=youtube
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In this video, we will cover AI vs. ML vs. DL vs. Data Science in detail. From this video, you will be able to understand the difference between AI, ML, DL, and Data Science.
0:00 Deep Learning
2:31 Machine Learning
3:49 Artificial Intelligence
5:26 Deep Learning

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#AIvsMLvsDLvsDataScience #ArtificialIntelligence #DeepLearning #MachineLearning #DataScience #DifferenceBetween #LearnDataScience #DataScience #DataScienceTutorial #DataScienceCourse #DataScienceCareers #Simplilearn
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About Data Science with Python Certification Course:
Ranked #1 Data Science program by Economic Times
The Data Science with Python certification course provides a complete overview of Python's Data Analytics tools and techniques. Learning Python is a crucial skill for many Data Science roles. Acquiring knowledge in Python will be the key to unlocking your career as a Data Scientist.

Data Science with Python Course Overview:
The Python Data Science course teaches you to master the concepts of Python programming. Through this Data Science with Python certification training, you will learn Data Analysis, Machine Learning, Data Visualization, Web Scraping, & NLP. Upon course completion, you will master the essential tools of Data Science with Python.

Data Science with Python Training Key Features:
✅ 100% Money Back Guarantee
✅ 68 hours of blended learning
✅ 4 industry-based projects
✅ Interactive learning with Jupyter notebooks labs
✅ Lifetime access to self-paced learning
✅ Dedicated mentoring session from faculty of industry experts

Benefits
Data Science is an evolving field, and Python has become a required skill for 46 percent of jobs in Data Science. The demand for Data Science professionals will grow an estimated 1581 percent by 2020 and professionals with Python skills will have an additional advantage.

Eligibility for this Data Science with Python course:
The demand for Data Science with Python programming professionals has surged, making this course well-suited for participants at all levels of experience. This Data Science with Python course is beneficial for analytics professionals willing to work with Python, Software, and IT professionals interested in the field of analytics, and anyone with a genuine interest in Data Science.

Pre-requisites for this Data Science with Python course:
To best understand the Python Data Science course, it is recommended that you begin with the courses including, Introduction to Data Science in Python, Math Refresher, Data Science in Real Life, and Statistics Essentials for Data Science. These courses are offered as free companions with this training.

👉Learn more at: https://www.simplilearn.com/big-data-and-analytics/python-for-data-science-training?utm_campaign=AIvsMLvsDLvsDataScience&utm_medium=Description&utm_source=youtube

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