LSTM model can train a deep neural network to classify sequence data. An #LSTM network allows us to feed sequence data into a system and identify conclusions based on the sequences data's distinct time steps. Access premium content at https://matlabhelper.com/cours....e/deeplearning-m2c3l or Buy & Download MATLAB Code from https://matlabhelper.com/cart/?add-to-cart=16336

00:00 Introduction
00:38 About LSTM network
01:00 Loading of data
01:15 Time series analysis
03:48 Training of network

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Education is our future. MATLAB is our feature. Happy MATLABing!

It seems like more and more applications and machines are getting on the image recognition train. It's a cool feature to have because it can assist society in many ways, such as boosting productivity and safety if we're dealing with automated vehicles.

Today on Feed My Curiosity, we look at how image recognition works. How does a machine learn what something looks like? Watch to find out!

Our Networks:
Website - https://www.feedmycuriosity.net/
Reddit - https://www.reddit.com/r/FeedMyCuriosity/
Article - https://www.feedmycuriosity.net/2021/06/26/deep-learning-ai-how-image-recognition-works/

Ms. Coffee Bean appears with the definitive introduction to Graph Neural Networks! Or short: GNNs. Because graphs are everywhere (almost).

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🔥 Optionally, pay us a coffee to boost our Coffee Bean production! ☕
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Outline:
* 00:00 Graphs are everywhere!
* 02:32 GNNs explained
* 07:25 GNNs applications

🔗 Links:
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Twitter: https://twitter.com/AICoffeeBreak
Reddit: https://www.reddit.com/r/AICoffeeBreak/

#AICoffeeBreak #MsCoffeeBean #GCN

Why didn't OpenAI release their "Unicorn" GPT2 large transformer? Rob Miles suggests why it might not just be a a PR stunt.

Unicorn AI: https://youtu.be/89A4jGvaaKk
Unicorn AI (More Examples): https://youtu.be/p-6F4rhRYLQ
Generative Adversarial Networks (GANs): https://www.youtube.com/watch?v=5oXyibEgJr0

More from Rob Miles: http://bit.ly/Rob_Miles_YouTube

Thanks to Nottingham Hackspace for providing the filming location: http://bit.ly/notthack

https://www.facebook.com/computerphile
https://twitter.com/computer_phile

This video was filmed and edited by Sean Riley.

Computer Science at the University of Nottingham: https://bit.ly/nottscomputer

Computerphile is a sister project to Brady Haran's Numberphile. More at http://www.bradyharan.com

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This Edureka video on Regular Expressions in Python will help you understand the various fundamental concepts in Python and how they are used in Python programming along with examples.

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📌𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤: https://www.facebook.com/edurekaIN/
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📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka/
📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: https://www.edureka.co/community/



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A Database is a collection of data. With the help of Database Management Systems, this data can be updated, retrieved, or deleted. In this video on Introduction to DBMS, we learn about what is a database, what really is a database management system and how it replaced the flat file system, then we will go through the components of DBMS and their applications and will have a look at the popular database management systems.

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This Edureka Live video on "Java Programs " will talk about the various programs that will give a head start to beginners with Java Fundamentals. Below programs in this video

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📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
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🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐊𝐮𝐛𝐞𝐫𝐧𝐞𝐭𝐞𝐬 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/kubernetes-certification (Use code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
This Edureka 𝐊𝐮𝐛𝐞𝐫𝐧𝐞𝐭𝐞𝐬 𝐌𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐏𝐫𝐨𝐦𝐞𝐭𝐡𝐞𝐮𝐬 𝐚𝐧𝐝 𝐆𝐫𝐚𝐟𝐚𝐧𝐚 video will help you understand what is Prometheus and Grafana and how to deploy them in a Kubernetes Cluster. We will also discuss Helm and how to install it on Linux with a demonstration. Below are the topics covered in this Kubernetes Monitoring with Prometheus and Grafana video:
00:00:00 Introduction
00:01:34 Why use Prometheus?
00:07:23 What is Grafana?
00:09:31 Kubernetes Monitoring Architecture
00:11:38 Introduction to Helm
00:12:56 Installation of Tools & Deploy Prometheus and Grafana
00:31:50 Challenges of Kubernetes

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*** Machine Learning Certification Training: https://www.edureka.co/machine....-learning-certificat ***
This Edureka Video on 'Cross-Validation In Machine Learning' covers A brief introduction to Cross-Validation with its various types, limitations, and applications. Following are the topics discussed in this Machine Learning Tutorial Video:

What is Cross-Validation In Machine Learning?
Types Of Cross-Validation
Cross-Validation API
How To Measure Model's Bias-Variance
Limitations Of Cross-Validation
Cross-Validation Applications

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How it Works?

Edureka’s Machine Learning Course using Python is designed to make you grab the concepts of Machine Learning. Machine Learning training will provide a deep understanding of Machine Learning and its mechanism. As a Data Scientist, you will be learning the importance of Machine Learning and its implementation in the python programming language. Furthermore, you will be taught of Reinforcement Learning which in turn is an important aspect of Artificial Intelligence. You will be able to automate real-life scenarios using Machine Learning Algorithms. Towards the end of the course, we will be discussing various practical use cases of Machine Learning in the python programming language to enhance your learning experience.

Why Learn Machine Learning using Python?

Data Science is a set of techniques that enables computers to learn the desired behavior from data without explicitly being programmed. It employs techniques and theories drawn from many fields within the broad areas of mathematics, statistics, information science, and computer science. This course exposes you to different classes of machine learning algorithms like supervised, unsupervised and reinforcement algorithms. This course imparts you the necessary skills like data pre-processing, dimensional reduction, model evaluation and also exposes you to different machine learning algorithms like regression, clustering, decision trees, random forest, Naive Bayes and Q-Learning.

After completing this Machine Learning Certification Training using Python, you should be able to:
Gain insight into the 'Roles' played by a Machine Learning Engineer
Automate data analysis using python
Describe Machine Learning
Work with real-time data
Learn tools and techniques for predictive modeling
Discuss Machine Learning algorithms and their implementation
Validate Machine Learning algorithms
Explain Time Series and it’s related concepts
Gain expertise to handle business in the future, living the present
Who should go for this Machine Learning Certification Training using Python?

Edureka’s Python Machine Learning Certification Course is a good fit for the below professionals:
Developers aspiring to be a ‘Machine Learning Engineer'
Analytics Managers who are leading a team of analysts
Business Analysts who want to understand Machine Learning (ML) Techniques
Information Architects who want to gain expertise in Predictive Analytics
'Python' professionals who want to design automatic predictive models

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

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Tableau can create interactive visualizations customized for the target audience. In this "Tableau Functions" tutorial from Edureka, you will learn about the various function and their calculations on the Tableau Desktop.

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What is Tableau?

Tableau is one of the powerful and rapidly growing data visualization tools used in the Business Intelligence industry. It simplifies and provides a pictorial representation of raw data into an understandable format without technical and coding knowledge.

How does a beginner learn Tableau?

Tableau has become one of the most valuable technologies in demand. Edureka's Tableau eLearning Course is designed by compiling an extensive course on Tableau for beginners, which will help you learn how to build visualizations, design dashboards, and organize data to make smarter business decisions. This Tableau Certification course will prepare you for the Tableau Desktop Certified Associate exam.



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This video on "Blockchain in 7 Minutes" by Simplilearn will help you understand what is Blockchain and how blockchain works. In this video, you will understand what led to the creation of Blockchain, what Blockchain is, how a Bitcoin transaction works, how Blockchain plays an integral role in it with features like hash encryption, proof of work, and mining, and how Blockchain technology is used in real-life scenarios. Now, let’s dive into this video and understand the basics of Blockchain and How Blockchain works.
Below are the topics we have covered in this Blockchain in 7 minutes video.
00:00 Blockchain In 7 Minutes
01:03 What are Cryptocurrencies?
01:30 What Is A Ledger?
03:13 What Is Blockchain?
05:50 How Walmart uses Blockchain?

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Simplilearn’s Blockchain Certification Training has been designed for developers who want to decipher the global craze surrounding Blockchain, Bitcoin and cryptocurrencies. You’ll learn the core structure and technical mechanisms of Bitcoin, Ethereum, Hyperledger and Multichain Blockchain platforms, use the latest tools to build Blockchain applications, set up your own private Blockchain, deploy smart contracts on Ethereum and gain practical experience with real-world projects.

Why learn Blockchain?
Blockchain technology is the brainchild of Satoshi Nakamoto, which enables digital information to be distributed. A network of computing nodes makes up the Blockchain. Durability, robustness, success rate, transparency, incorruptibility are some of the enticing characteristics of Blockchain. By design, Blockchain is a decentralized technology which is used by a global network of the computer to manage Bitcoin transactions easily. Many new business applications will result in the usage of Blockchain such as Crowdfunding, smart contracts, supply chain auditing, etc.

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The blockchain certification program helps the learners start from the fundamentals and then cover all the technical and functional aspects needed to build any blockchain solution using the best tools and techniques in the industry.In this program, they will build smart contracts, bitcoin wallets, create transactions, fabricode and more.

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This video on Python Functions Tutorial will help you understand what are functions in Python and the different types of functions. You will learn about working with functions in Python, the important built-in functions available in Python and look at the examples to write user-defined functions on the Jupyter Notebook.

Below topics are covered in this Python tutorial on Python Functions:
What is a Python Function?
Types of Python Functions
Built-in Python Functions
User-defined Python Functions
Advantages of Python Functions
Demo on Python Functions

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What are Functions in Python?
A function in Python helps to divide your program into smaller and modular chunks thus allowing you to make extensive programs more organized and manageable.
It also avoids repetition and makes the code reusable.

About Python Certification Course:
Simplilearn’s comprehensive Python Training Course will teach you the basics of Python, data operations, conditional statements, shell scripting, and Django. This Python certification course will give you hands-on development experience and prepare you for an exciting career as a professional Python programmer. This Python Training course covers the fundamentals of Python and how to apply it to real-world applications. The modules, lesson-end projects, and assignments comprising the curriculum cover data operations in Python, strings, conditional statements, error handling, shell scripting, web scraping and the commonly used Python web framework Django.

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No prior programming knowledge or experience is necessary to take this online Python course.

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This video will introduce you to SQL Server. The tutorial will give you insights into the usage of SQL Server. You will get to know about SQL Server editions. Further, you will learn about the advantages of SQL Server Instances. The demonstration examples will educate you more on the topic.

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SQL Certification Training Course:
Master SQL and improve your career prospects with Simplilearn’s SQL Database Training Course. Functional knowledge of SQL (Structured Query Language), the leading programming language for relational database management systems, is in high demand and can set you apart in the job market. This SQL certification course gives you all of the information you need to successfully start working with SQL databases and make use of the database in your applications. Learn how to correctly structure your database, author efficient SQL statements, and clauses, and manage your SQL database for scalable growth.

Key Features:
✅ In-depth coverage of SQL fundamentals
✅ Covers all of the important query tools and SQL commands
✅ Industry-recognized course completion certificate
✅ Lifetime access to self-paced learning

Benefits:
SQL, though an old language, is highly significant today as companies across the world are gathering massive amounts of data for their growth. SQL consistently ranks high in the most-requested tech skills and learning it will add great value to your array of skills.

Eligibility:
This online SQL certification course is ideal for freshers, programmers, software developers, and testing professionals who want to learn SQL. It’s also ideal for marketing professionals and salespeople who want to better understand their company’s data.

Pre-requisites:
There are no prerequisites for this database training course. This course can be taken up by anyone who wants to learn SQL.

👉Learn more at: https://www.simplilearn.com/sql-database-training-course?utm_campaign=SQLServerTutorialForBeginners&utm_medium=Description&utm_source=youtube

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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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⏩ Check out more Artificial Intelligence videos: https://youtube.com/playlist?l....ist=PLEiEAq2VkUULyr_

➡️ Post Graduate Program In AI And Machine Learning
In collaboration with Purdue, our AI and ML Course will help you unlock your AI and ML potential. You'll study Machine Learning, Deep Learning, Computer Vision, NLP, Speech Recognition, and Reinforcement Learning with Simplilearn's AI ML course online.

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This Edureka video on " Climate Change Visualization ” will provide you with a comprehensive and detailed understanding of what is time series analysis and how to apply it to time series data to understand trends and patterns in the dataset.

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


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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.

Check out this video to know how you can construct your own chatbot
by giving your own data. As we are feeding our own data and creating a knowledge base, all the responses will be based on our data.

Blog: http://www.shwetalodha.in/
Medium: https://medium.com/@shweta-lodha

** REFERRAL LINK *************
Medium referral link: https://shweta-lodha.medium.com/membership
** REFERRAL LINK *************

How-To-Fix:
- GPT_Index ModuleNotFound - https://youtu.be/nKFJHjc9xxU
- ImportModule error: GPTSimpleVectorIndex - https://youtu.be/mwGAb3AgfRM
- All borken changes: https://youtu.be/tU6EmusO43A

###### MORE PLAYLISTS ######
⭐Python for beginners: https://www.youtube.com/watch?v=z5bOe9p6SO0&list=PLb9nVWmuEUuFKkEo8JBiwNP-rPDHOSsCa&t=0s

⭐Python Pandas: https://www.youtube.com/watch?v=1TmnTDCORa4&list=PLb9nVWmuEUuGWq9OmQLEaLVWaGtjlRMe1&t=0s

⭐Python tips and tricks: https://www.youtube.com/watch?v=mcMHHJgBndQ&list=PLb9nVWmuEUuHIOvwvMg4lAgL1a2XgLTSa

⭐Jupyter tips & tricks: https://www.youtube.com/watch?v=Vabgf7lSMpw&list=PLb9nVWmuEUuHeBAAcWrYjh9MPj2qTvCka

⭐Microsoft Azure: https://www.youtube.com/watch?v=wEG8ZCqs_ls&list=PLb9nVWmuEUuFElg3ZkQhUg157NZtxFeiN

⭐Azure ML and AI: https://www.youtube.com/watch?v=t1ELLlk-Ado&list=PLb9nVWmuEUuEeut9rDlUP2NdX3IA13Jsm

⭐Visual Studio Code a.k.a. VS Code: https://www.youtube.com/watch?v=xsNANXYUZKM&list=PLb9nVWmuEUuGpOxBJmeJgPIOUoxxJk6x8


#chatbot #python #openai