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Machine Learning
8 Views ยท 2 years ago

๐Ÿ”ด ๐‹๐ž๐š๐ซ๐ง ๐“๐ซ๐ž๐ง๐๐ข๐ง๐  ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ ๐…๐จ๐ซ ๐…๐ซ๐ž๐ž! ๐’๐ฎ๐›๐ฌ๐œ๐ซ๐ข๐›๐ž ๐ญ๐จ ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐˜๐จ๐ฎ๐“๐ฎ๐›๐ž ๐‚๐ก๐š๐ง๐ง๐ž๐ฅ: https://edrk.in/DKQQ4Py
๐Ÿ”ฅEdurekaโ€™s Generative AI Master course: https://www.edureka.co/masters....-program/generative-
Explore the fundamentals and applications of Generative AI in this comprehensive Generative AI Full course, featuring tutorials on essential concepts such as Text Classification, Autoencoders, GANs, and models like ChatGPT. Delve into the basics of Generative AI, Artificial Intelligence, Machine Learning, and Deep Learning while exploring popular tools like TensorFlow and Keras. Gain insights into various types of AI and learn how to become an AI Engineer.


๐Ÿ“ข๐Ÿ“ข ๐“๐จ๐ฉ ๐Ÿ๐ŸŽ ๐“๐ซ๐ž๐ง๐๐ข๐ง๐  ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ ๐ญ๐จ ๐‹๐ž๐š๐ซ๐ง ๐ข๐ง ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ’ ๐’๐ž๐ซ๐ข๐ž๐ฌ ๐Ÿ“ข๐Ÿ“ข
โฉ NEW Top 10 Technologies To Learn In 2024 - https://www.youtube.com/watch?v=vaLXPv0ewHU

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๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐š๐ง๐ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ

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๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐‘๐จ๐ฅ๐ž-๐๐š๐ฌ๐ž๐ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž๐ฌ

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๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐”๐ง๐ข๐ฏ๐ž๐ซ๐ฌ๐ข๐ญ๐ฒ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ๐ฌ

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๐Ÿ“Œ๐ˆ๐ง๐ฌ๐ญ๐š๐ ๐ซ๐š๐ฆ: https://www.instagram.com/edureka_learning/
๐Ÿ“Œ๐…๐š๐œ๐ž๐›๐จ๐จ๐ค: https://www.facebook.com/edurekaIN/
๐Ÿ“Œ๐’๐ฅ๐ข๐๐ž๐’๐ก๐š๐ซ๐ž: https://www.slideshare.net/EdurekaIN
๐Ÿ“Œ๐‚๐š๐ฌ๐ญ๐›๐จ๐ฑ: https://castbox.fm/networks/505?country=IN
๐Ÿ“Œ๐Œ๐ž๐ž๐ญ๐ฎ๐ฉ: https://www.meetup.com/edureka/
๐Ÿ“Œ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ: https://www.edureka.co/community/


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Machine Learning
8 Views ยท 2 years ago

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Machine Learning
8 Views ยท 2 years ago

๐Ÿ”ฅ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐‚๐ก๐š๐ญ๐†๐๐“ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž - ๐๐ž๐ ๐ข๐ง๐ง๐ž๐ซ๐ฌ ๐ญ๐จ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐: https://www.edureka.co/openai-....chatgpt-training-cou
This ๐‚๐ก๐š๐ญ๐†๐๐“ ๐“๐ฎ๐ญ๐จ๐ซ๐ข๐š๐ฅ is intended as a Crash Course on ๐‚๐ก๐š๐ญ๐†๐๐“ for Beginners. ๐‚๐ก๐š๐ญ๐†๐๐“ has been growing in popularity exponentially. But, ๐‚๐ก๐š๐ญ๐†๐๐“ is still not known to many people. In this video, I aim to show you the different ways in which you can use ๐‚๐ก๐š๐ญ๐†๐๐“ for yourself.

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๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐š๐ง๐ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ

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๐Ÿ”ต Cyber Security Masters Program: http://bit.ly/3U25rNR
๐ŸŒ• Full Stack Developer Masters Program : http://bit.ly/3tWCE2S
๐Ÿ”ต Automation Testing Engineer Masters Program : http://bit.ly/3AGXg2J
๐ŸŒ• Python Developer Masters Program : https://bit.ly/3EV6kDv
๐Ÿ”ต Azure Cloud Engineer Masters Program: http://bit.ly/3AEBHzH

๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐”๐ง๐ข๐ฏ๐ž๐ซ๐ฌ๐ข๐ญ๐ฒ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ๐ฌ

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๐Ÿ”ต Advanced Certificate Program in Data Science with E&ICT Academy, IIT Guwahati: http://bit.ly/3V7ffrh

๐Ÿ”ต Advanced Certificate Program in Cloud Computing with E&ICT Academy, IIT Guwahati: https://bit.ly/43vmME8



๐Ÿ“Œ๐“๐ž๐ฅ๐ž๐ ๐ซ๐š๐ฆ: https://t.me/edurekaupdates
๐Ÿ“Œ๐“๐ฐ๐ข๐ญ๐ญ๐ž๐ซ: https://twitter.com/edurekain
๐Ÿ“Œ๐‹๐ข๐ง๐ค๐ž๐๐ˆ๐ง: https://www.linkedin.com/company/edureka
๐Ÿ“Œ๐ˆ๐ง๐ฌ๐ญ๐š๐ ๐ซ๐š๐ฆ: https://www.instagram.com/edureka_learning/
๐Ÿ“Œ๐…๐š๐œ๐ž๐›๐จ๐จ๐ค: https://www.facebook.com/edurekaIN/
๐Ÿ“Œ๐’๐ฅ๐ข๐๐ž๐’๐ก๐š๐ซ๐ž: https://www.slideshare.net/EdurekaIN
๐Ÿ“Œ๐‚๐š๐ฌ๐ญ๐›๐จ๐ฑ: https://castbox.fm/networks/505?country=IN
๐Ÿ“Œ๐Œ๐ž๐ž๐ญ๐ฎ๐ฉ: https://www.meetup.com/edureka/
๐Ÿ“Œ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ: https://www.edureka.co/community/

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

Machine Learning
8 Views ยท 2 years ago

๐Ÿ”ฅ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐‚๐ก๐š๐ญ๐†๐๐“ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž - ๐๐ž๐ ๐ข๐ง๐ง๐ž๐ซ๐ฌ ๐ญ๐จ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐: https://www.edureka.co/openai-....chatgpt-training-cou
This Edureka video on ๐‚๐ก๐š๐ญ๐†๐๐“ ๐€๐ฉ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ will talk about multiple use cases where you can use ChatGPT. There are several day to day applications where you can leverage ChatGPT to do the job for you. Below are some important ChatGPT applications covered in this ChatGPT tutorial:
00:00:00 Introduction
00:00:50 ChatGPT for Writing Code
00:02:25 ChatGPT for Code Debugging
00:03:37 ChatGPT for Content Writing
00:05:03 ChatGPT for SEO
00:06:18 ChatGPT for Language Translation
00:07:01 ChatGPT for Writing Legal Documents
00:08:11 ChatGPT for College Assignments
00:08:37 ChatGPT to make Workout Schedule

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๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐š๐ง๐ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ

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๐Ÿ”ต React Online Training: http://bit.ly/3Vc4yDw
๐ŸŒ• Tableau Online Training: http://bit.ly/3guTe6J
๐Ÿ”ต Power BI Online Training: http://bit.ly/3VntjMY
๐ŸŒ• Selenium Online Training: http://bit.ly/3EVDtis
๐Ÿ”ต PMP Online Training: http://bit.ly/3XugO44
๐ŸŒ• Salesforce Online Training: http://bit.ly/3OsAXDH
๐Ÿ”ต Cybersecurity Online Training: http://bit.ly/3tXgw8t
๐ŸŒ• Java Online Training: http://bit.ly/3tRxghg
๐Ÿ”ต Big Data Online Training: http://bit.ly/3EvUqP5
๐ŸŒ• RPA Online Training: http://bit.ly/3GFHKYB
๐Ÿ”ต Python Online Training: http://bit.ly/3Oubt8M
๐ŸŒ• Azure Online Training: http://bit.ly/3i4P85F
๐Ÿ”ต GCP Online Training: http://bit.ly/3VkCzS3
๐ŸŒ• Microservices Online Training: http://bit.ly/3gxYqqv
๐Ÿ”ต Data Science Online Training: http://bit.ly/3V3nLrc
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๐Ÿ”ต Angular Online Training: http://bit.ly/3EYcCTe

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๐Ÿ”ต DevOps Engineer Masters Program: http://bit.ly/3Oud9PC
๐ŸŒ• Cloud Architect Masters Program: http://bit.ly/3OvueZy
๐Ÿ”ต Data Scientist Masters Program: http://bit.ly/3tUAOiT
๐ŸŒ• Big Data Architect Masters Program: http://bit.ly/3tTWT0V
๐Ÿ”ต Machine Learning Engineer Masters Program: http://bit.ly/3AEq4c4
๐ŸŒ• Business Intelligence Masters Program: http://bit.ly/3UZPqJz
๐Ÿ”ต Python Developer Masters Program: http://bit.ly/3EV6kDv
๐ŸŒ• RPA Developer Masters Program: http://bit.ly/3OteYfP
๐Ÿ”ต Web Development Masters Program: http://bit.ly/3U9R5va
๐ŸŒ• Computer Science Bootcamp Program : http://bit.ly/3UZxPBy
๐Ÿ”ต Cyber Security Masters Program: http://bit.ly/3U25rNR
๐ŸŒ• Full Stack Developer Masters Program : http://bit.ly/3tWCE2S
๐Ÿ”ต Automation Testing Engineer Masters Program : http://bit.ly/3AGXg2J
๐ŸŒ• Python Developer Masters Program : https://bit.ly/3EV6kDv
๐Ÿ”ต Azure Cloud Engineer Masters Program: http://bit.ly/3AEBHzH

๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐”๐ง๐ข๐ฏ๐ž๐ซ๐ฌ๐ข๐ญ๐ฒ ๐๐ซ๐จ๐ ๐ซ๐š๐ฆ๐ฌ

๐ŸŒ• Post Graduate Program in DevOps with Purdue University: https://bit.ly/3Ov52lT

๐Ÿ”ต Advanced Certificate Program in Data Science with E&ICT Academy, IIT Guwahati: http://bit.ly/3V7ffrh


๐Ÿ“Œ๐“๐ž๐ฅ๐ž๐ ๐ซ๐š๐ฆ: https://t.me/edurekaupdates
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๐Ÿ“Œ๐‹๐ข๐ง๐ค๐ž๐๐ˆ๐ง: https://www.linkedin.com/company/edureka
๐Ÿ“Œ๐ˆ๐ง๐ฌ๐ญ๐š๐ ๐ซ๐š๐ฆ: https://www.instagram.com/edureka_learning/
๐Ÿ“Œ๐…๐š๐œ๐ž๐›๐จ๐จ๐ค: https://www.facebook.com/edurekaIN/
๐Ÿ“Œ๐’๐ฅ๐ข๐๐ž๐’๐ก๐š๐ซ๐ž: https://www.slideshare.net/EdurekaIN
๐Ÿ“Œ๐‚๐š๐ฌ๐ญ๐›๐จ๐ฑ: https://castbox.fm/networks/505?country=IN
๐Ÿ“Œ๐Œ๐ž๐ž๐ญ๐ฎ๐ฉ: https://www.meetup.com/edureka/
๐Ÿ“Œ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ: https://www.edureka.co/community/

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

Machine Learning
8 Views ยท 2 years ago

๐Ÿ”ฅProfessional Certificate Program in Generative AI and Machine Learning - IITG (India Only) - https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=4ZBrFtVfhZw&utm_medium=DescriptionFirstFold&utm_source=Youtube
๐Ÿ”ฅPurdue - Ai And Machine Learning Post Graduate Certificate Program - https://www.simplilearn.com/applied-ai-course?utm_campaign=4ZBrFtVfhZw&utm_medium=DescriptionFirstFold&utm_source=Youtube

Welcome to our comprehensive "Prompt Engineering Full Course," where you'll explore the fascinating world of prompt engineering and its extensive applications in AI technology. This ChatGPT Prompt Engineering Course in-depth tutorial is meticulously designed to help you master the art of crafting effective prompts, an essential skill for anyone working with AI models. We will start with the basics, understanding what prompt engineering is and why it is crucial in the realm of AI. Discover the numerous ways prompt engineering can be applied across various industries. From content creation and SEO to software development, data analysis, education, legal compliance, and customer support, this course provides real-world examples to illustrate the power and versatility of well-crafted prompts. Gain a deeper understanding of advanced topics such as tokenization, the ChatGPT memory feature, and how to customize GPT-4 for specific tasks. Weโ€™ll guide you step-by-step through crafting prompts for different use cases, providing detailed examples and DIY exercises to enhance your skills.

00:00:00 Introduction to Prompt Engineering
00:02:29 What is Prompt Engineering
00:03:11 Crafting Effective Prompts
00:04:04 Practical Examples Writing Effective Prompts
00:05:19 Exploring Prompt Engineering Use Cases in Various Sectors
00:07:09 Flow of AI Technologies
00:08:27 having an Overview of Openai and ChatGPT
00:10:28 Tokenization in ChatGPT
00:12:29 Exploring Customize ChatGPT Feature
00:13:26 Exploring GPT 4o and Temporary chat Section
00:13:40 Components required to craft an Effective Prompt
00:16:50 Exploring Prompts with Examples
00:21:56 Examples for crafting Prompts for various Use Cases
00:22:00 Crafting Prompt for Content Creation
00:25:34 Crafting Prompt for SEO Optimization
00:28:40 Crafting Prompt for Developers or Development Field
00:33:20 Crafting Prompt for Data Analysis
00:38:03 Crafting Prompt for Educational Purpose or Roadmaps
00:41:43 Crafting Prompt for Legal and Compliance Field
00:46:29 Crafting Prompt for Customer Support
00:53:50 Exploring ChatGPT's Memory Feature

โœ…What does prompt engineering do?
Prompt engineering involves crafting effective and specific prompts to guide AI models like ChatGPT in generating desired responses.

โœ…What is the salary for prompt engineering?
Salaries for prompt engineering can vary based on factors such as location, experience, and the specific industry.

โœ…What is prompt engineering in ChatGPT?
In ChatGPT, prompt engineering refers to the process of designing prompts or inputs that influence the responses generated by the model.

#PromptEngineering #AI #MachineLearning #ChatGPT #GenerativeAI #ArtificialIntelligence #2024 #Simplilearn #TechTraining

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โžก๏ธ About Artificial Intelligence Engineer

This Artificial Intelligence Engineer course Created in partnership with IBM, this course introduces students to blended learning and prepares them to be AI and Data Science specialists. In Armonk, New York, IBM is a significant cognitive service and integrated cloud solution firm that provides many technology and consulting solutions.

IBM is a leader in AI and Machine Learning technology verticals for 2021. This AI masters course will prepare students for Artificial Intelligence and Data Analytics careers.

โœ… Key Features

- Add the IBM Advantage to your Learning
- 25 Industry-relevant Projects and Integrated labs
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โœ… Skills Covered

- ChatGPT
- Flask
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- Python
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Machine Learning
8 Views ยท 2 years ago

Become better at machine learning in 5 min/ week ๐Ÿ‘‰๐Ÿป https://borismeinardus.substack.com/

In this video, I share how I would learn Machine Learning in 2024 if I could start over.
For the past 3 years, I have been studying machine learning (and 2 years before that basic computer science), which has now led me to work with an amazing ex-Meta professor, collaborate with Google DeepMind researchers, and have interviews at amazing companies.
Having learned from all of my failures and successes, this video breaks down how I would learn machine learning all over again, focusing on the essentials and learning from the best resources.
Enjoy!

๐Ÿ‘‰๐Ÿป Book a one-on-one call
https://calendly.com/boris-meinardus/consulting

๐Ÿ‘‡๐Ÿป Links to resources ๐Ÿ‘‡๐Ÿป
==== Maths ====
https://www.edx.org/learn/prob....ability/harvard-univ
https://www.edx.org/learn/line....ar-algebra/the-unive
https://www.coursera.org/learn/matrix-algebra-engineers?irclickid=x-U2gpTSJxyLTxPwUx0Mo3EoUkDXeNXFjUFXWo0&irgwc=1
==== ML/ DL ====
https://www.coursera.org/speci....alizations/machine-l
https://www.youtube.com/playli....st?list=PLAqhIrjkxbu
https://www.coursera.org/specializations/deep-learning?irclickid=x-U2gpTSJxyLTxPwUx0Mo3EoUkDXeu01jUFXWo0&irgwc=1#courses
https://huggingface.co/learn/nlp-course/chapter1/1

โฌ‡๏ธ Follow me on my other socials and feel free to DM questions! โฌ‡๏ธ
โšซโšช Medium: https://medium.com/@boris.meinardus
๐Ÿฆย Twitter: https://twitter.com/BorisMeinardus

================== Timestamps ================
00:00 - Intro
00:40 - Python
01:29 - Maths
02:47 - ML Developer Stack
04:00 - Learn Machine Learning
06:06 - How To Really Get Good
=============================================

#ai #learning #machinelearning

Machine Learning
8 Views ยท 2 years ago

TensorFlow is a tool for machine learning capable of building deep neural networks with high-level Python code. It provides developer-friendly APIs that help software engineers train, analyze, and deploy ML models.

#programming #deeplearning #100secondsofcode

๐Ÿ”— Resources

TensorFlow Docs https://www.tensorflow.org/
Fashion MNIST Tutorial https://www.tensorflow.org/tutorials/keras/classification
Neural Networks Overview for Data Scientists https://www.ibm.com/cloud/learn/neural-networks
Machine Learning in 100 Seconds https://youtu.be/PeMlggyqz0Y

๐Ÿ”ฅ Get More Content - Upgrade to PRO

Upgrade to Fireship PRO at https://fireship.io/pro
Use code lORhwXd2 for 25% off your first payment.

๐ŸŽจ My Editor Settings

- Atom One Dark
- vscode-icons
- Fira Code Font

๐Ÿ”– Topics Covered

- What is TensorFlow?
- How to build a neural network with TensorFlow
- What is TensorFlow used for?
- Who created TensorFlow?
- How neural networks work
- Easy neural network tutorial
- What is a mathematical Tensor?

Machine Learning
8 Views ยท 2 years ago

Prepare for a job interview about deep learning. This course covers 50 common interview questions related to deep learning and gives detailed explanations.

โœ๏ธ Course created by Tatev Karen Aslanyan.

โœ๏ธ Expanded course with 100 questions: https://academy.lunartech.ai/p....roduct/deep-learning

โญ๏ธ Contents โญ๏ธ
โŒจ๏ธ 0:00:00 Introduction
โŒจ๏ธ 0:08:20 Question 1: What is Deep Learning?
โŒจ๏ธ 0:11:45 Question 2: How does Deep Learning differ from traditional Machine Learning?
โŒจ๏ธ 0:15:25 Question 3: What is a Neural Network?
โŒจ๏ธ 0:21:40 Question 4: Explain the concept of a neuron in Deep Learning
โŒจ๏ธ 0:24:35 Question 5: Explain architecture of Neural Networks in simple way
โŒจ๏ธ 0:31:45 Question 6: What is an activation function in a Neural Network?
โŒจ๏ธ 0:35:00 Question 7: Name few popular activation functions and describe them
โŒจ๏ธ 0:47:40 Question 8: What happens if you do not use any activation functions in a neural network?
โŒจ๏ธ 0:48:20 Question 9: Describe how training of basic Neural Networks works
โŒจ๏ธ 0:53:45 Question 10: What is Gradient Descent?
โŒจ๏ธ 1:03:50 Question 11: What is the function of an optimizer in Deep Learning?
โŒจ๏ธ 1:09:25 Question 12: What is backpropagation, and why is it important in Deep Learning?
โŒจ๏ธ 1:17:25 Question 13: How is backpropagation different from gradient descent?
โŒจ๏ธ 1:19:55 Question 14: Describe what Vanishing Gradient Problem is and itโ€™s impact on NN
โŒจ๏ธ 1:25:55 Question 15: Describe what Exploding Gradients Problem is and itโ€™s impact on NN
โŒจ๏ธ 1:33:55 Question 16: There is a neuron in the hidden layer that always results in an error. What could be the reason?
โŒจ๏ธ 1:37:50 Question 17: What do you understand by a computational graph?
โŒจ๏ธ 1:43:28 Question 18: What is Loss Function and what are various Loss functions used in Deep Learning?
โŒจ๏ธ 1:47:15 Question 19: What is Cross Entropy loss function and how is it called in industry?
โŒจ๏ธ 1:50:18 Question 20: Why is Cross-entropy preferred as the cost function for multi-class classification problems?
โŒจ๏ธ 1:53:10 Question 21: What is SGD and why itโ€™s used in training Neural Networks?
โŒจ๏ธ 1:58:24 Question 22: Why does stochastic gradient descent oscillate towards local minima?
โŒจ๏ธ 2:03:38 Question 23: How is GD different from SGD?
โŒจ๏ธ 2:08:19 Question 24: How can optimization methods like gradient descent be improved? What is the role of the momentum term?
โŒจ๏ธ 2:14:22 Question 25: Compare batch gradient descent, minibatch gradient descent, and stochastic gradient descent.
โŒจ๏ธ 2:19:12 Question 26: How to decide batch size in deep learning (considering both too small and too large sizes)?
โŒจ๏ธ 2:26:01 Question 27: Batch Size vs Model Performance: How does the batch size impact the performance of a deep learning model?
โŒจ๏ธ 2:29:33 Question 28: What is Hessian, and how can it be used for faster training? What are its disadvantages?
โŒจ๏ธ 2:34:12 Question 29: What is RMSProp and how does it work?
โŒจ๏ธ 2:38:43 Question 30: Discuss the concept of an adaptive learning rate. Describe adaptive learning methods
โŒจ๏ธ 2:43:34 Question 31: What is Adam and why is it used most of the time in NNs?
โŒจ๏ธ 2:49:59 Question 32: What is AdamW and why itโ€™s preferred over Adam?
โŒจ๏ธ 2:54:50 Question 33: What is Batch Normalization and why itโ€™s used in NN?
โŒจ๏ธ 3:03:19 Question 34: What is Layer Normalization, and why itโ€™s used in NN?
โŒจ๏ธ 3:06:20 Question 35: What are Residual Connections and their function in NN?
โŒจ๏ธ 3:15:05 Question 36: What is Gradient clipping and their impact on NN?
โŒจ๏ธ 3:18:09 Question 37: What is Xavier Initialization and why itโ€™s used in NN?
โŒจ๏ธ 3:22:13 Question 38: What are different ways to solve Vanishing gradients?
โŒจ๏ธ 3:25:25 Question 39: What are ways to solve Exploding Gradients?
โŒจ๏ธ 3:26:42 Question 40: What happens if the Neural Network is suffering from Overfitting relate to large weights?
โŒจ๏ธ 3:29:18 Question 41: What is Dropout and how does it work?
โŒจ๏ธ 3:33:59 Question 42: How does Dropout prevent overfitting in NN?
โŒจ๏ธ 3:35:06 Question 43: Is Dropout like Random Forest?
โŒจ๏ธ 3:39:21 Question 44: What is the impact of Drop Out on the training vs testing?
โŒจ๏ธ 3:41:20 Question 45: What are L2/L1 Regularizations and how do they prevent overfitting in NN?
โŒจ๏ธ 3:44:39 Question 46: What is the difference between L1 and L2 regularisations in NN?
โŒจ๏ธ 3:48:43 Question 47: How do L1 vs L2 Regularization impact the Weights in a NN?
โŒจ๏ธ 3:51:56 Question 48: What is the curse of dimensionality in ML or AI?
โŒจ๏ธ 3:53:04 Question 49: How deep learning models tackle the curse of dimensionality?
โŒจ๏ธ 3:56:47 Question 50: What are Generative Models, give examples?

Generative AI
8 Views ยท 9 months ago

Sebastian's books: https://sebastianraschka.com/books/
The lecture slides are available at: https://github.com/rasbt/stat4....53-deep-learning-ss2

Introduction to Deep Learning and Generative Models (Spring 2020). Optional lecture 6.5, explaining how to use Google Colab for Jupyter notebooks with a free GPU.

Generative AI
7 Views ยท 2 years ago

1 Bridge over Troubled Water - Simon & Garfunkel
2 (They Long to Be) Close to You - The Carpenters
3 American Woman - The Guess Who
4 Raindrops Keep Fallin' on My Head - B.J. Thomas
5 War - Edwin Starr
6 Ain't No Mountain High Enough - Diana Ross
7 I'll Be There - The Jackson 5
8 Get Ready - Rare Earth
9 Let It Be - The Beatles
10 Band of Gold - Freda Payne
11 Mama Told Me (Not to Come) - Three Dog Night
12 Everything Is Beautiful - Ray Stevens
13 Make It with You - Bread
14 Hitchin' a Ride - Vanity Fare
15 ABC - The Jackson 5
16 The Love You Save - The Jackson 5
17 Cracklin' Rosie - Neil Diamond
18 Candida - Dawn
19 Thank You (Falettinme Be Mice Elf Agin) - Sly & the Family Stone
20 Spill the Wine - Eric Burdon & War
21 O-o-h Child - Five Stairsteps
22 Spirit in the Sky - Norman Greenbaum
23 Lay Down (Candles in the Rain) - Melanie
24 Ball of Confusion (That's What the World Is Today) - The Temptations
25 Love on a Two-Way Street - The Moments
26 Which Way You Goin' Billy? - The Poppy Family
27 All Right Now - Free
28 I Want You Back - The Jackson 5
29 Julie (Do Ya Love Me) - Bobby Sherman
30 Green-Eyed Lady - Sugarloaf

Generative AI
7 Views ยท 2 years ago

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Generative AI
7 Views ยท 2 years ago

best songs of the decade 2010-2019 #2 ~nostalgia vibes mix ~2010s summer roadtrip

Help me to get 100.000 subs: https://www.youtube.com/channe....l/UCBepjMYiqtq_u4ZFO

you are on a roadtrip summer night while listening to these nostalgic songs by Flo Rida, Pitbull, Ke$ha, Carly Rae Jepsen, Taylor Swift, Katy Perry, Miley Cyrus, Avicii, Adele, Ellie Goulding and many more!

All of the tracks used in my youtube playlists are copyrighted music, so if you see ads in my videos, it's because youtube places them automatically based on copyright-owners needs, I have no control over it, so sorry about that. My channel is NOT a monetized channel. My only goal is sharing nostalgic, road trip music for everyone!

Machine Learning
7 Views ยท 3 years ago

Dive with us into the enigmatic world of Artificial General Intelligence (AGI)! ๐ŸŒ From Microsoft's game-changing Gorilla AI ๐Ÿฆ, exhibiting human-like cognition, to the art of crafting an AGI's digital brain ๐Ÿง . Ever wondered how close we are to welcoming AGI into our daily lives? The answer might surprise you! Explore AGI's vast potential applications, from healthcare ๐Ÿฉบ to space ๐Ÿš€, and the challenges that lie ahead. Ensure you're equipped for the tech revolution; hit like ๐Ÿ‘, share, and subscribe ๐Ÿ”” for a front-row seat to the future. Let's decode tomorrow, today! ๐Ÿš€

๐Ÿ”” Subscribe for more insights into the ever-evolving world of AI and digital content. Drop a comment below with your thoughts on YouTube's AI transformation!
https://youtube.com/@AIAdvance....schannel?si=1iUZxX5k

#agiai
#artificialintelligence
#ainews
#airevolution
#aiunleashed
#ai

Generative AI
7 Views ยท 2 years ago

1 To Sir With Love - Lulu
2 The Letter - The Box Tops
3 Ode to Billie Joe - Bobbie Gentry
4 Windy - The Association
5 I'm a Believer - The Monkees
6 Light My Fire - The Doors
7 Somethin' Stupid - Frank & Nancy Sinatra
8 Happy Together - The Turtles
9 Groovin' - The Young Rascals
10 Can't Take My Eyes off You - Frankie Valli
11 Little Bit O' Soul - The Music Explosion
12 I Think We're Alone Now - Tommy James and the Shondells
13 Respect - Aretha Franklin
14 I Was Made to Love Her - Stevie Wonder
15 Come Back When You Grow Up - Bobby Vee
16 Kind of a Drag - The Buckinghams
17 Sweet Soul Music - Arthur Conley
18 Expressway to Your Heart - The Soul Survivors
19 Soul Man - Sam & Dave
20 Never My Love - The Association
21 Apples, Peaches, Pumpkin Pie - Jay & the Techniques
22 Come on Down to My Boat - Every Mother's Son
23 Incense and Peppermints - Strawberry Alarm Clock
24 Ruby Tuesday - The Rolling Stones
25 It Must Be Him - Vikki Carr
26 Love Is Here and Now You're Gone - The Supremes
27 For What It's Worth - Buffalo Springfield
28 Gimme Little Sign - Brenton Wood
29 The Happening - The Supremes
30 All You Need Is Love - The Beatles

Generative AI
7 Views ยท 3 years ago

๐Ÿ”ฅ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐‚๐ก๐š๐ญ๐†๐๐“ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž - ๐๐ž๐ ๐ข๐ง๐ง๐ž๐ซ๐ฌ ๐ญ๐จ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐:
https://www.edureka.co/openai-....chatgpt-training-cou
In this Edureka video on โ€œChatGPT for Digital Marketing โ€, you will learn about how you can use ChatGPT in your digital marketing strategies, and its impact on the industry. What do you think of ChatGPT's role in Digital Marketing? Let us know by leaving a comment. Your opinions are welcome. The following are the contents discussed in the video:

Subscribe to our channel to get video updates. Hit the subscribe button above: https://goo.gl/6ohpTV

๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐š๐ง๐ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ

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๐Ÿ”ต About Edureka ChatGPT-4 Certification Training Course

Edurekaโ€™s ChatGPT Certification Training Course will teach you about ChatGPT architecture, GPT models, methodology, and real-world applications. The ChatGPT certification training program is an excellent choice for individuals and organizations seeking to improve their language processing and AI skills and knowledge. The certification provides a thorough understanding of ChatGPT and its capabilities, allowing users to effectively use its features in a variety of applications.

๐Ÿ”ต Why take up the Online ChatGPT-4 Certification Training Course?

Interested individuals can opt for the Online ChatGPT Certification course as this course provides:
Comprehensive knowledge: The course provides a comprehensive understanding of ChatGPT, including its architecture, training methodology, and real-world applications.

Career advancement: The certification demonstrates an individual's expertise and competence in working with ChatGPT, making them a valuable asset to any organization.

Stay ahead of the curve: ChatGPT is a rapidly growing field, and with the certification, one can stay ahead of the curve and stay updated with the latest advancements in the industry.

Convenient and flexible: The online format of the ChatGPT Training Course allows for flexible and convenient learning, making it possible for individuals to study at their own pace.

๐Ÿ”ต Who should take up this ChatGPT-4 Certification Training Course?

The ChatGPT Certification Course is suitable for a wide range of individuals, including:
AI professionals: This course is ideal for AI professionals who want to gain expertise in ChatGPT and expand their knowledge in the field of AI.

Developers: Developers who want to integrate ChatGPT into their projects and create new AI applications can benefit from the course.

Data scientists: Data scientists who want to understand how ChatGPT can be used to process and analyze large amounts of data can also benefit from the course.

Business professionals: Business professionals who want to leverage ChatGPT for customer service, content generation, and other business applications can benefit from the course.

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Generative AI
7 Views ยท 3 years ago

๐Ÿ”ฅ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐ƒ๐ž๐ฏ๐Ž๐ฉ๐ฌ ๐œ๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐ญ๐ซ๐š๐ข๐ง๐ข๐ง๐  : https://www.edureka.co/devops-....certification-traini (๐”๐ฌ๐ž ๐‚๐จ๐๐ž: ๐˜๐Ž๐”๐“๐”๐๐„๐Ÿ๐ŸŽ)
This Edureka "How to use GitHub" will give you a hands-on demonstration on how to access GitHub and work on its various operations. Learn about a GitHub repository, branches, make a commit, and also create and merge your very own pull request. The following are the topics covered in the tutorial:
00:000:00 Introduction
00:00:19 Agenda
00:00:54 The need for GitHub
00:03:22 What is GitHub
00:05:35 Getting Started
00:12:44 Create A Repository
00:18:13 Create A Branch
00:20:56 Make A Commit
00:25:15 Open & Merge Pull Request
00:28:22 Case Study

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๐Ÿ“ข๐Ÿ“ข ๐“๐จ๐ฉ ๐Ÿ๐ŸŽ ๐“๐ซ๐ž๐ง๐๐ข๐ง๐  ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ ๐ญ๐จ ๐‹๐ž๐š๐ซ๐ง ๐ข๐ง 2023 ๐’๐ž๐ซ๐ข๐ž๐ฌ ๐Ÿ“ข๐Ÿ“ข
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