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Watch live to learn about how the deep learning frameworks in MATLAB and Simulink can be used with TensorFlow and PyTorch to provide enhanced capabilities for building and training your Machine Learning model.

Heather Gorr, PhD and Yann Debray will show you can take full advantage of the MATLAB ecosystem and integrate it with resources developed by the open-source community. You can combine workflows that include data-centric preprocessing, model tuning, model compression, model integration, and automatic code generation with models developed outside of MATLAB.

Explore the options and benefits, along with examples, of the various interoperability pathways available, including:
- Importing and exporting models from TensorFlow, PyTorch, and ONNX into and from MATLAB
- Coexecuting MATLAB alongside installations of TensorFlow and PyTorch

🔥CEH v12 - Certified Ethical Hacking Course: https://www.simplilearn.com/cyber-security/ceh-certification?utm_campaign=EHFCourse10Feb2023&utm_medium=DescriptionFirstFold&utm_source=youtube

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In this Ethical Hacking Full Course, will help you learn all about ethical hacking concepts. This ethical hacker tutorial will acquaint you with the importance of ethical hacking, what is ethical hacking, and types of cyberattacks with a hands-on demo for each; you will also learn how to become an ethical hacker. We cover the different types of hackers like white, black and grey hat hackers, and their roles in cybersecurity. We also have a look at an introduction to cryptography along with some important encryption algorithms in the field of network security.

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What Is Ethical Hacking?
Ethical Hacking is defined as the process by which system vulnerabilities are discovered to ensure system security. This is achieved with the help of hacking techniques and tools. An ethical hacker is a trained individual who carries out this duty. Ethical Hackers are also known as white-hat hackers.

This Certified Ethical Hacker-Version 11 course will teach you the latest commercial-grade hacking tools and techniques. This course trains you on the advanced step-by-step methodologies that hackers actually use, such as writing virus codes and reverse engineering, so you can better protect corporate infrastructure from data breaches. This ethical hacking course will help you master advanced network packet analysis and advanced system penetration testing techniques to build your network security skill-set and beat hackers at their own game.

Why is the CEH certification so desirable?
The EC-Council Certified Ethical Hacker course verifies your advanced security skill-sets to thrive in the worldwide information security domain. Many IT departments have made CEH certification a compulsory qualification for security-related posts. CEH-certified professionals typically earn 44 per cent higher salaries than their non-certified peers. The ethical hacking certification course opens up numerous career advancement opportunities, preparing you for a role as a computer network defence (CND) analyst, CND infrastructure support, CND incident responder, CND auditor, forensic analyst, intrusion analyst, security manager, and other related high-profile roles.

What are the course objectives?
Simplilearn’s CEH v11 Certified Ethical Hacking Course (earlier CEH v10) provides hands-on classroom training to help you master the same techniques that hackers use to penetrate network systems and leverage them ethically to protect your own infrastructure.

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The Certified Ethical Hacker CEH training course is best suited for:
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This video on complete excel course - beginner to expert by Simplilearn is complete Excel tutorial that helps aspiring data analysts with excel data analytics fundamentals. This Microsoft Excel Tutorial For Beginners will cover basic topics of excel like data validation, conditional formatting, spreadsheet fundamentals to advanced excel topics like time series analysis, filters, slicers, excel dashboarding, data visualization, and much more.

00:00:00 Introduction to Microsoft Excel Full Course
Excel Basic Knowledge
How To Change Lower Case To Upper Case In Excel?
How To Add Rows In Excel?
How To Add Columns In Excel?
How To Select Entire Column In Excel?
How to Compare Two Columns In Excel?
How To Convert Rows To Columns In Excel?
How to Group Rows in Excel?
How To Remove Blank Rows In Excel?
How To Freeze Row In Excel Tutorial
How to Convert Numbers to Words in Excel?
Combining Data From Multiple Cells In Excel
How To Merge Cells In Excel
How to Add Date in Excel?
How To Change Date Format In Excel (dd/mm/yyyy) To (mm/dd/yyyy)
How To Calculate Age In Excel From A Date Of Birth?
How To Calculate Time Difference in Excel?
Checkboxes In Excel
How to Insert Excel in PPT?
How To Insert Image In Excel?
How To Insert PDF in Excel Sheet?
How To Convert PDF To Excel
How to Insert Tick Mark in Excel?
How to add Watermark in Excel?
How to Increase Cell Size in Excel?
How to create Barcode In Excel
Excel Flash Fill
How to Add Hyperlink In Excel
Index Match In Excel
How to Sort by Date in Excel?
How to Use AutoSum In Excel
How To Sort Data In Excel?
Slicer and Filter in Excel
How to Add Filters in Excel
How to Create Drop-Down List In Excel?
Data Validation In Excel
How To Lock(Protect) Cells In Excel
How To Calculate Average In Excel?
Excel Print Page Setup
Page Break In Excel For Beginners
Conditional Formatting In Excel
How to Count Colored Cells in Excel?
DateDif In Excel Explained
Remove Duplicates In Excel
SUMIFS Formula in Excel
How To Create Pivot Tables In Excel
Autofill In Excel Explained
How to Calculate Percentage In Excel
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How To Recover Unsaved Excel File
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Excel Interview Questions And Answers

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Learn Next.js by building a custom API with MongoDB using the latest app router. You will build an authentication system that can register the user, login, create a secure cookie with JWT Token, use email service, verify the user's email, forget password, middleware route protection, and much more. Also, you will learn about integrating Appwrite for the back end. Finally, you will learn about deploying everything to Vercel.

✏️ Course developed by @HiteshChoudharydotcom

💻 Code
https://github.com/hiteshchoud....hary/nextjs-fullstac
https://github.com/hiteshchoud....hary/nextjs-appwrite

⭐️ Contents ⭐️
(0:00:00) Start, basics and Prerequisites
(0:04:56) Project structure, diagrams and tech stack
(1:09:07) Signup and Login
(2:10:44) Middleware in Nextjs
(2:52:22) User verification with email
(3:48:26) Nextjs deployment with database connectivity
(4:01:50) Nextjs meets Appwrite
(4:07:31) How to integrate Appwrite to nextjs
(4:44:02) Nextjs component to talk to Appwrite
(5:14:24) Appwrite nextjs and context api
(5:53:52) What’s next after this

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When will we have AGI, or human-level AI? That's the question on everyone's minds, and in this video I gathered together predictions from various experts to try to come up with an answer.

The temptation as humans is to look at progress in the past when predicting progress in the future. But this assumes a linear technological progress, which is not the case. Technology advances exponentially. Creating predictions that take this exponential growth into account is very difficult, especially because each individual technology advances through an S-curve and eventually levels out, giving way to newer technologies.

Hence, a lot of predictions are going to be too high because they assume linear progress. The trick is to exclude the predictions that are too high while not jumping to the most optimistic predictions immediately. At the end of the video, I make my own prediction about the arrival of AGI.


Scaling up learning across many different robot types
https://deepmind.google/discov....er/blog/scaling-up-l

How Soon is Now? Predicting the Expected Arrival Date of AGI- Artificial General Intelligence
https://papers.ssrn.com/sol3/p....apers.cfm?abstract_i

"AGI within 18 months" explained with a boatload of papers and projects
https://www.youtube.com/watch?v=YXQ6OKSvzfc

Alan’s conservative countdown to AGI
https://lifearchitect.ai/agi/

7 AI-Experts Predicting Short Timelines… Is Life-Changing AI Months Away, Not Years?
https://www.linkedin.com/pulse..../7-ai-experts-predic

When will the first general AI system be devised, tested, and publicly announced?
https://www.metaculus.com/ques....tions/5121/date-of-a

Shane Legg (DeepMind Founder) - 2028 AGI, Superhuman Alignment, New Architectures
https://www.youtube.com/watch?v=Kc1atfJkiJU

Google AI Chief Says There’s a 50% Chance We’ll Hit AGI in Just 5 Years
https://futurism.com/google-deepmind-agi-5-years

OpenAI CEO: When will AGI arrive? | Sam Altman and Lex Fridman
https://www.youtube.com/watch?v=ZgN7ZYUxcXM

#agi #ai #singularity

0:00 Intro
0:23 Contents
0:28 Part 1: Definitions
0:58 AGI is about generality
1:29 Adversarial definitions of AGI
2:12 S-curves of technological progress
2:58 Hype cycle
3:22 Can LLMs take us all the way to AGI?
4:22 Part 2: Historical attitudes
4:44 LLMs changed people's predictions
5:03 Linear view of history
5:39 Example: one year before the singularity
6:03 Discounting linear predictions
6:40 Timeline: Metaculus average
7:05 Timeline: Oxford economic modeling
7:54 Wisdom of crowd says 2032, 2041...
8:19 Part 3: Timeline predictions
8:28 Geoffrey Hinton: godfather of AI (under 20 years)
9:03 Ray Kurzweil: futurist, studies advancement of technology (2029)
9:33 David Shapiro: YouTuber and researcher (2024)
10:12 Sam Altman: CEO of OpenAI (under 10 years)
10:53 Shane Legg: DeepMind founder (2025/2028)
11:23 Dario Amodei: CEO of Anthropic (2025-2026)
11:46 Dr Alan D. Thompson: countdown to AGI (2024-2025 maybe 2026)
12:44 Measuring stepping stones to AGI
13:15 Dr Waku prediction!
14:05 Conclusion
14:38 Outro

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LangChain became immensely popular when it was launched in 2022, but how can it impact your development and application of AI models, Large Language Models (LLM) in particular. In this video Martin Keen shares an overview of the features and uses of LangChain.

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