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Generative AI
27 Views ยท 9 months ago

๐Ÿ”ฅPGP in Generative AI and ML in collaboration with Illinois Tech: https://www.edureka.co/executi....ve-programs/pgp-gene
๐Ÿ”ฅGenerative AI Course: Masters Program: https://www.edureka.co/masters....-program/generative-
๐Ÿ”ฅIntegrated MS+PGP Program in Data Science & AI:https://www.edureka.co/dual-ce....rtification-programs

Join us for the AI & ML Full Course 2026, a complete live tutorial hosted by edureka! designed to help you master Artificial Intelligence and Machine Learning from the ground up. This live session will guide you through key concepts such as supervised and unsupervised learning, deep learning, neural networks, natural language processing, and real-world model deployment. Whether you're a beginner looking to enter the world of AI or a professional aiming to enhance your skills, this course is structured to make complex topics easy to understand. Using hands-on projects and Python-based examples, youโ€™ll gain the practical knowledge needed to build intelligent systems and data-driven applications. This session is ideal for students, job seekers, developers, and tech enthusiasts who want to stay ahead in the AI/ML landscape in 2025. Make sure to join live to engage with instructors in real time and earn your certificate of participation. Subscribe to our channel and turn on notifications so you donโ€™t miss this powerful learning experience.
00:00:00 Introduction
00:01:47 What is Artificial Intelligence?
00:07:49 Types of Artificial Intelligence
00:18:56 AI vs Machine Learning vs Deep Learning
00:32:41 Artificial Intelligence with Python
02:11:47 What is Machine Learning?
02:23:29 Types of Machine Learning Models
02:30:35 Machine Learning Algorithm
02:52:29 Linear Regression Algorithm
02:59:55 Logistic Regression Algorithm
03:47:04 Linear Regression Vs Logistic Regression
03:50:35 Decision Tree Algorithm
04:36:09 Random Forest
05:01:24 KNN Algorithm
05:33:47 Naive Bayes Classifier
05:55:28 Support Vector Machine
06:20:59 K- Means Clustering Algorithm
06:44:19 Hierarchical Clustering
06:50:41 Apriori Algorithm Explained
07:08:11 What is Deep Learning?
07:30:14 Artificial Neural Network
08:02:35 Convolutional Neural Network
08:23:06 Recurrent Neural Networks
08:52:02 LSTM Explained
09:45:59 Transformers Neural Networks Explained
09:56:02 What are GANs?
10:08:22 Future of AI/ML
10:22:58 Artificial Intelligence Interview Questions & Answers

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“Feel free to share your comments below.๐Ÿ“

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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Please write back to us at [email protected] or call us at IND: 9606058406 / US: +18885487823 (toll-free) for more information.

Generative AI
2,827,997 Views ยท 4 years ago

Steps to get started:

1. Install miniconda
https://docs.conda.io/en/latest/miniconda.html

2. Clone or download Stable Diffusion:
https://github.com/CompVis/stable-diffusion

3. Download weights for model:
https://huggingface.co/CompVis..../stable-diffusion-v-

4. Run text2img or img2img script in conda terminal as shown in video. Example:

python scripts/txt2img.py --prompt "a photograph of an astronaut riding a horse" --plms

Timestamps:
0:00 - Introduction
1:36 - GitHub Repo
5:23 - Clone Repository
6:10 - Create conda env
6:45 - Running script
8:10 - Arguments
11:30 - Example run
12:40 - Image to image example
15:40 - Understanding scale and steps
18:10 - Removing safety lol
18:45 - Ending

Generative AI
2,720,661 Views ยท 4 years ago

As with his previous incarnations, Godzilla can release pulses of radioactive energy. He first demonstrated this in Godzilla: King of the Monsters where, after absorbing the radiation of a nuclear blast and Mothraโ€™s life force, Godzilla starts to heat up with a fiery red glow, burning and melting objects in his vicinity while becoming completely immune to Ghidorah's gravity beams. This energy overload grants him control over tremendously powerful thermonuclear pulses that incinerates most of Ghidorah's body and a large portion of Boston with him. The shape of these particular pulses also resembles Mothra's wings while the sound of the explosions resembles Mothra's screech, for this ability is a result of Godzilla and Mothra's symbiotic bond, and can only be used in the most specific of circumstances.

I edited the scene a little, removing some irrelevant humans parts, keeping it as seamless and objective as possible, focusing only on the Kaijus.

Source: 3840x2160
Upscale: 7680x4320

ยฉ 2019 Warner Bros. Entertainment Inc.

#Godzillaโ€‹ #KingGhidorah #8Kโ€‹ #Kaiju

Generative AI
3,679 Views ยท 3 years ago

๐Ÿ”ฅCertified ScrumMasterยฎ (CSM) Certification Training Course: https://www.simplilearn.com/agile-and-scrum/csm-certification-training?utm_campaign=WhatIsAgileMethodology-8eVXTyIZ1Hs&utm_medium=Descriptionff&utm_source=youtube
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This video on "What is Agile Methodology" by Simplilearn will give an introduction to Agile methodology in Six minutes. This video will cover topics like what agile is and what it can do for you. In addition, you will also understand why agile is used in today's IT industry. Below are the topics we have covered in this What is Agile Methodology video.
00:00 What is Agile Methodology?
00:45 Waterfall model and its drawbacks?
03:00 Introduction to Agile Methodology
03:48 How Agile Products are developed?
05:00 Aim of Agile Methodology

Don't forget to take the quiz at 05:06 ! Comment below what you think is the right answer!

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About Professional Certification In Product Management:

Professional Product Management Course by SP Jain School of Global Management prepares you to become a Product Manager via an exhaustive curriculum covering all aspects of product management. Product Management certification educates you on the latest industry trends, advancements and related industry applications from Top Product Experts via Live Sessions.

โœ… Key Features

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- SP Jain Global School of Management certification.
- Hands-on Learning Experience by solving real-life product problems via projects on Facebook, Tesla, Instagram, Netflix & Nike
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- Critical Thinking
- More...

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Machine Learning
26 Views ยท 3 years ago

๐Ÿ”ฅ Become Cyber Security Expert Today: https://taplink.cc/simplilearn_cyber_security

In this video on Is A Cyber Security Degree Worth It In 2024?, we will dive into the fascinating world of cybersecurity and explore the question: Is a cybersecurity degree worth it? Join us as we discuss the ever-increasing significance of cybersecurity, highlighting the pros and cons of pursuing a cybersecurity degree. We'll also explore alternative paths to a career in this field, providing you with valuable insights to help you make an informed decision about your educational and professional journey. Don't miss this informative journey on the cybersecurity landscape.

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โฉ Check out the Cybersecurity videos: https://youtube.com/playlist?l....ist=PLEiEAq2VkUUJfPO

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โžก๏ธ About Post Graduate Program In Cyber Security
This Post Graduate Program in Cyber Security will help you learn comprehensive approaches to protecting your infrastructure and securing data, including risk analysis, mitigation, and compliance. You will get foundational to advanced skills through industry-leading cyber security certification courses that are part of the program.

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โœ… Skills Covered

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- Ethical Hacking
- IDS Firewalls and Honeypots
- Security and Risk Management
- Network Security
- Software Development Security
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- Identity and Access Management
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- Trojans Backdoors and Countermeasures
- Mobile and Web Technologies

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Machine Learning
19 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=OVzcQVdn4_s&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=OVzcQVdn4_s&utm_medium=DescriptionFirstFold&utm_source=Youtube
About the Webinar
Unlock the transformative power of artificial intelligence with our Applied Generative AI Specialization in partnership with Purdue University.

Join us on April 18th, 09:00 PM, for an exclusive insight into our Applied Generative AI Specialization. Discover the cutting-edge curriculum, hands-on projects, and unique features of this program designed to prepare you for success in developing and deploying AI-driven solutions.

๐Ÿ‘‰Know more about the upcoming Live and Interactive Webinars here: https://sites.google.com/simplilearn.net/webinars/home?utm_campaign=OVzcQVdn4_s&utm_medium=Description&utm_source=youtube

โœ…Subscribe to our Channel to learn more about the top Technologies: https://www.youtube.com/user/Simplilearn

โฉ Check out the Artificial Intelligence tutorial videos: https://www.youtube.com/watch?v=ad79nYk2keg&list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq

#ArtificialIntelligence #MachineLearning #AIAndMachineLearning #ArtificialIntelligenceFullCourse #MachineLearningFullCourse #MachineLearningTutorial #AITutorial #AIAndML #Simplilearn

Topics Covered:

In this enlightening session, we will explore key components of our Applied AI Course, including:

โœ… Foundational AI Concepts
โœ… Developing AI Applications
โœ… AI in Practice
โœ… AI Governance
โœ… Interactive Q&A Session

About Applied Generative AI Specialization

Master Generative AI with this cutting-edge program delivered collaboratively by Purdue University Online and Simplilearn. Explore concepts like prompt engineering, large language models, attention mechanisms, and LLM fine-tuning. Learn in-demand tools and shape the future of intelligent systems.

Key Features
โœ… Program completion certificate from Purdue University Online and Simplilearn
โœ… Access to Purdueโ€™s alumni association membership on program completion
โœ… 50+ hours of core curriculum delivered in live online classes by industry experts
โœ… Build Generative AI-enabled applications through hands-on projects
โœ… Live online masterclasses delivered by Purdue faculty and staff
โœ… Gain exposure to ChatGPT, OpenAI, Hugging Face, DALL-E 2 and other prominent tools
โœ… Explore concepts like prompt engineering, attention mechanism, transformers, LLM application development, and LLM fine-tuning
โœ… Simplilearn's JobAssist helps you get noticed by top hiring companies
โœ… Earn official trophy and badges for โ€˜Microsoft Azure AI Fundamentals: Generative AIโ€™ on the Microsoft Learn portal

Applied Gen AI Course Advantage
Gain a competitive edge with hands-on learning in the transformative arena of Generative AI. Master prompt engineering, LLMs, attention mechanisms, fine-tuning techniques, and LLM application development.

Applied Gen AI Course Details

Explore our Applied Generative AI program to deploy advanced techniques in real-world scenarios. Master GANs, VAEs, and prompt engineering, alongside tools like ChatGPT, DALL-E 2, OpenAI and Hugging Face. Develop LLM applications, fine-tuning skills, and explore governance principles.

Learning Path
โœ… AGS: Program Induction
โœ… AGS: Python Basics (Optional)
โœ… AGS: Essentials of Generative AI, Prompt Engineering & ChatGPT
โœ… AGS: Advanced Generative AI - Models and Architecture
โœ… AGS: Advanced Generative AI - Building LLM Applications
โœ… AGS: Advanced Generative AI - Image Generation Capabilities
โœ… AGS: Generative AI Governance
Electives:
โœ… AGS: Microsoft Azure AI Fundamentals - Generative AI
โœ… AGS: Academic Masterclass

Skills Covered
โœ… Python Programming
โœ… Explainable AI
โœ… Prompt Engineering
โœ… Variational Autoencoders VAEs
โœ… Generative Adversarial Networks GANs
โœ… Transformers
โœ… LLM Architecture
โœ… Attention Mechanism
โœ… Langchain for Workflow Design
โœ… GenAI Application Development
โœ… LLM Fine Tuning
โœ… LLM Benchmarking
โœ… Stable Diffusion
โœ… Generative AI Governance

Tools Covered

โœ… Python
โœ… ChatGPT
โœ… OpenAI
โœ… Hugging Face
โœ… Bard
โœ… Dall-E-2
โœ… LangChain
โœ… Gradio
โœ… Chroma
โœ… StreamLit

Industry Projects
โœ… Project 1
Craft an AI Powered HR Assistant

โœ… Project 2
Build a Creative Logo Designer

โœ… Project 3
Conversational Chatbot for Document Interaction

๐Ÿ‘‰Learn more at: https://www.simplilearn.com/applied-ai-course?utm_campaign=OVzcQVdn4_s&utm_medium=Description&utm_source=youtube

๐Ÿ”ฅ๐Ÿ”ฅ Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

Machine Learning
18 Views ยท 2 years ago

๐Ÿ”ฅEdureka Tensorflow Training: https://www.edureka.co/ai-deep....-learning-with-tenso
This Edureka LSTM Explained video will help you in understanding why we need Recurrent Neural Networks (RNN) and what exactly it is. It also explains few issues with training a Recurrent Neural Network and how to overcome those challenges using LSTMs.
00:00 Introduction
00:36 Agenda
00:47 Introduction to NLP
01:46 Ways to Process Text Data
02:57 Recurrent Neural Networks
22:02 Long Short-term Memory
51:46 LSTM Use Cases
53:45 Real Time Applications of LSTM

๐Ÿ”นCheck our complete Deep Learning With TensorFlow playlist here: https://goo.gl/cck4hE
๐Ÿ”นCheck our complete Deep Learning With TensorFlow Blog Series: http://bit.ly/2sqmP4s

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#Edureka #DeepLearningEdureka #LSTMExplained #NeuralNetworks #DeepLearningTraining #DeepearningTutorial #EdurekaTraining

How it Works?

1. This is 21 hrs of Online Live Instructor-led course. Weekend class: 7 sessions of 3 hours each.
2. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course.
3. At the end of the training you will have to undergo a 2-hour LIVE Practical Exam based on which we will provide you a Grade and a Verifiable Certificate!

- - - - - - - - - - - - - -

About the Course
Edureka's Deep learning with Tensorflow course will help you to learn the basic concepts of TensorFlow, the main functions, operations and the execution pipeline. Starting with a simple โ€œHello Wordโ€ example, throughout the course you will be able to see how TensorFlow can be used in curve fitting, regression, classification and minimization of error functions. This concept is then explored in the Deep Learning world. You will evaluate the common, and not so common, deep neural networks and see how these can be exploited in the real world with complex raw data using TensorFlow. In addition, you will learn how to apply TensorFlow for backpropagation to tune the weights and biases while the Neural Networks are being trained. Finally, the course covers different types of Deep Architectures, such as Convolutional Networks, Recurrent Networks and Autoencoders.

Delve into neural networks, implement Deep Learning algorithms, and explore layers of data abstraction with the help of this Deep Learning with TensorFlow course.


- - - - - - - - - - - - - -

Who should go for this course?

The following professionals can go for this course:

1. Developers aspiring to be a 'Data Scientist'

2. Analytics Managers who are leading a team of analysts

3. Business Analysts who want to understand Deep Learning (ML) Techniques

4. Information Architects who want to gain expertise in Predictive Analytics

5. Professionals who want to captivate and analyze Big Data

6. Analysts wanting to understand Data Science methodologies

However, Deep learning is not just focused to one particular industry or skill set, it can be used by anyone to enhance their portfolio.

- - - - - - - - - - - - - -

Why Learn Deep Learning With TensorFlow?
TensorFlow is one of the best libraries to implement Deep Learning. TensorFlow is a software library for numerical computation of mathematical expressions, using data flow graphs. Nodes in the graph represent mathematical operations, while the edges represent the multidimensional data arrays (tensors) that flow between them. It was created by Google and tailored for Machine Learning. In fact, it is being widely used to develop solutions with Deep Learning.


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

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Generative AI
32 Views ยท 2 years ago

๐Ÿ”ฅPurdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=QTYkoK_ty7M&utm_medium=Lives&utm_source=Youtube
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=QTYkoK_ty7M&utm_medium=Lives&utm_source=Youtube
๐Ÿ”ฅAdvanced Executive Program In Applied Generative AI - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=QTYkoK_ty7M&utm_medium=Lives&utm_source=Youtube

This Generative AI Full Course 2025 by Simplilearn provides a structured learning path, starting with the fundamentals of Generative AI and a detailed roadmap to mastering it. Learners explore top AI technologies, including DeepSeek R1, Deep Learning, and Search GPT, followed by essential tools like LangChain. The course dives into Generative Adversarial Networks (GANs), Transformers, and Long Short-Term Memory (LSTM) networks, forming the foundation of modern AI models. It then introduces Large Language Models (LLMs), Machine Learning concepts, and Reinforcement Learning, leading into practical applications like ChatGPT analysis and OpenAI Sora. Advanced topics include LLM benchmarking, Hugging Face tutorials, and OpenAI's ChatGPT O1 model. Practical insights into Generative AI tools for job interviews, Agentic AI, and AI monetization strategies help learners stay ahead in the field. The course concludes with a look at Google Quantum AI and Machine Learning interview preparation, ensuring a strong grasp of both theoretical and applied AI concepts.

Following are the topics covered in the Generative AI Full Course 2025:

00:00:00 - Introduction to Gen AI Full Course 2025
00:00:45 - What is Gen AI
00:11:24 - Roadmap Gen AI
01:16:27 - What is Machine Learning
01:23:26 - Deep Learning
01:24:50 - Introduction to LLM
01:47:32 - What are Gen AI Agents
02:24:34 - Agentic AI
03:21:06 - Machine Learning Tutorial
05:26:29 - Reinforcement Learning
05:42:34 - Deepseek r1
05:53:47 - Install Deepseek
06:44:30 - Hugging Face and its tutorial
06:52:47 - Search GPT
06:55:02 - Langchain
07:51:37 - Generative Adversarial Tutorial
09:21:57 - Introduction to agentic workflow
09:31:19 - What are Gans
09:32:20 - Transformers in AI
09:44:49 - LSTM
10:04:40 - CHatgpt analyse
10:15:36 - Openai sora
10:24:29 - LLM Benchmarkeing
10:39:53 - Open ai chatgpt o1 model
10:48:16 - Google Quantam AI
10:53:49 - Majorana
10:58:58 - Gen ai tools for job interview
12:59:19 - Deep learning Interview questions
13:05:13 - Claude 3 sonnet

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โœ… Curriculum delivered in live virtual classes by seasoned industry experts
โœ… Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
โœ… Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
โœ… Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
โœ… Eligibility for a campus immersion program organized at IIT Guwahati
โœ… Exclusive hackathons and โ€œask-me-anythingโ€ sessions by IBM
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โœ… Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
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Skills Covered:
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โœ… Prompt Engineering
โœ… Chatbot Development
โœ… Supervised and Unsupervised Learning
โœ… Model Training and Optimization
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โœ… Ensemble Methods
โœ… Deep Learning
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Generative AI
19 Views ยท 9 months ago

MIT Introduction to Deep Learning 6.S191: Lecture 2
Recurrent Neural Networks
Lecturer: Ava Amini
** New 2025 Edition **

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

Subscribe to stay up to date with new deep learning lectures at MIT, or follow us @MITDeepLearning on Twitter and Instagram to stay fully-connected!!

Generative AI
2,474,546 Views ยท 4 years ago

Please Subscribe our New YouTube Channel & show us your love & support.
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Generative AI
19 Views ยท 3 years ago

*Note: 1+ Years of Work Experience Recommended to Sign up for Below Programsโฌ‡๏ธ
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In this Simplilearn video on Ethical Hacking Full Course In 3 Hours you will learn all about ethical hacking concepts. This ethical hacking tutorial will acquaint you with the importance of ethical hacking, what is ethical hacking, types of cyberattacks with a hands-on demo for each; you will also learn how to become an ethical hacker. So let's get started and learn ethical hacking!

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00:08:29 What is ethical hacking
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00:16:58 Who is an ethical hacker
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Generative AI
18 Views ยท 9 months ago

๐ŸงชAI Agents Labs for Free: https://kode.wiki/3Wh4DZ6

Learn everything about AI agents from scratch in this comprehensive tutorial. No prior knowledge required. We'll take you from zero to building production-ready AI systems with hands-on labs.

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21:21 - Practice Labs - Master Prompt Engineering
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35:15 - RAG (Retrieval Augmented Generation)
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Generative AI
15 Views ยท 3 months ago

Subscribe to my newsletter โ†’ https://www.sandeepswadia.com/newsletter

Take us on your morning run or commute, follow us on Spotify: https://open.spotify.com/show/....033nSSACs3S4g5NUIrXn


Most people still use AI like a better search box, but the real shift is AI agents, systems that decide the next action, not just the next word.

I explain the difference between prompts and agents using ARR, show whatโ€™s happening โ€œunder the hoodโ€ with four roles, and map how agents adapt through an OODA loop when workflows break.

I also cover why agents fail in real life: they amplify vague thinking and bad processes, so you need a GPS check before automating anything.

The opportunity isnโ€™t broad intelligence; itโ€™s narrow, specific agents that solve repeated, hated tasks, as output gets cheap and judgment, taste, and standards become more valuable.

Generative AI
2,441,405 Views ยท 4 years ago

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เจฎเฉ‡เจฐเฉ‡ เจตเจพเจฒเจพ เจคเจพเจ‚ เจธเฉเจงเจฐ เจ—เจฟเจ† -
https://youtu.be/08SBlBh72s4

เจฌเฉ‡เจˆเจฎเจพเจจ เจฆเจฐเจพเจฃเฉ€ -
https://youtu.be/AfBAzyjFCzo

เจญเจฒเฉฑเจ•เฉœ เจฆเฉ€ เจ˜เจฐเจตเจพเจฒเฉ€ -
https://youtu.be/4CikM0LHgdU

เจฎเจคเจฐเฉ‡เจˆ เจฎเจพเจ‚ -
https://youtu.be/5e65K6il8zU

เจฌเฉเฉœเฉ€เจ†เจ‚ เจตเจพเจฒเจพ เจฒเฉ‹เจจ -
https://youtu.be/x8icsoFX77w

เจšเฉ‹เจฐ เจฆเฉ€ เจ˜เจฐเจตเจพเจฒเฉ€ -
https://youtu.be/zicmQvNtiDI

เจฒเจพเจฒเจšเฉ€ เจงเฉ€ เจœเจตเจพเจˆ -
https://youtu.be/c0ZuIAnKNVU

เจชเจพเจฅเฉ€ เจšเฉ‹เจฐเจจเฉ€ -
https://youtu.be/RmDBQ6KVezY

เจญเฉเฉฑเจ–เฉœ เจธเจนเฉเจฐเฉ‡ -
https://youtu.be/tZbZGBTrETo

เจฆเฉฐเจฆเฉ€ เจตเฉฑเจขเจฃเฉ€ เจฌเจนเฉ‚ -
https://youtu.be/j7wLU3s1A9k

เจญเจฐเจพ เจฆเจพ เจฆเฉเฉฑเจ– -
https://youtu.be/S5ol2OEMQ3I

เจ เฉฑเจ— เจฌเจพเจฌเจพ -
https://youtu.be/uSSfz40t3W0

เจฒเจพเจฒเจšเฉ€ เจจเจฃเจฆ เจญเจฐเจœเจพเจˆ -
https://youtu.be/P-JLWoUFbjk

เจคเฉ€เจฎเฉ€เจ‚ เจฆเจพ เจ—เฉเจฒเจพเจฎ -
https://youtu.be/KWjkqZPT6oM

เจ…เจฎเฉ€เจฐ เจจเฉ‚เฉฐเจน เจ—เจฐเฉ€เจฌ เจจเฉ‚เฉฐเจน -
https://youtu.be/XsAuQU9od-g

เจชเฉ‡เจ•เฉ‡ เจธเจนเฉเจฐเฉ‡ -
https://youtu.be/Td6FinJPgBk

เจธเฉฑเจธ เจ•เฉเฉฑเจŸเจฃเฉ€ เจธเฉฐเจฆเฉ‚เจ•เจพเจ‚ เฉณเจนเจฒเฉ‡ -
https://youtu.be/uvic1z6luCE

เจฎเจพเจ‚ เจฆเฉ€ เจ†เจคเจฎเจพเจ‚ -
https://youtu.be/8Zk-OcWj7rk

เจธเจ•เฉ‚เจŸเจฐเฉ€ เจฆเฉ€ เจฐเฉ€เจธ -
https://youtu.be/hQHkWIYBCSg

เจ•เฉฐเจฎเจšเฉ‹เจฐ เจจเฉ‚เฉฐเจน -
https://youtu.be/DKwdFnHF17s

เจฐเฉเฉฑเจธ เจ—เจฟเจ† เจชเฉเจฐเจพเจนเฉเจฃเจพ -
https://youtu.be/l8sNFb5hiow

เจฌเฉ‹เจฒเฉ€ เจจเฉ‚เฉฐเจน เจฆเฉ‡ เจชเฉเจ†เฉœเฉ‡ -
https://youtu.be/PoIyYgYuaUo




Story Writer - Sarbjeet Madahar Bhawanigarh
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Generative AI
61,362 Views ยท 4 years ago

๐Ÿ”ฅ๐€๐–๐’ ๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง๐ฌ ๐€๐ซ๐œ๐ก๐ข๐ญ๐ž๐œ๐ญ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐ : https://www.edureka.co/aws-certification-training (Use Code: ๐˜๐Ž๐”๐“๐”๐๐„๐Ÿ๐ŸŽ)
In this video on AWS Solutions Architect Certification Training Demo Class, we will introduce you to What is Cloud, and then What is AWS, how you can learn AWS to become a certified AWS Solutions Architect.

๐Ÿ”ดSubscribe to our channel to get video updates. Hit the subscribe button above: https://goo.gl/6ohpTV

๐Ÿ“Do share your list of top 10 trending IT Skills to learn in 2022 in the comments below.๐Ÿ“

---------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ง---------

๐Ÿ”ต DevOps Online Training: https://bit.ly/3lSnPe5
๐ŸŒ• AWS Online Training: https://bit.ly/336fsVt
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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.

Generative AI
3,312 Views ยท 3 years ago

Fine-tuning GPT-3.
In this video we demonstrate how to use APIs and audio to create prompts and completions that can be used to fine-tune Transformers such as GPT-3. We show how to use a News API with Python to extract news articles and create a dataset for training and fine-tuning models.

We explain what prompt and completion datasets are, and the role they play in natural language processing in fine-tuning transformers. We then discuss using video and audio streams to build data pipelines for fine-tuning and transcribing speech to text using OpenAI's Whisper.

With over 500 hours of YouTube videos being uploaded every minute video is a rich source of detailed information with which to train AI.

The video first includes step-by-step demonstrations of using the News API to create a prompt and completion dataset and then shows how to build pipelines transcribing speech to text using Whisper.

Foundation models like GPT-3 can be 'Fine-Tuned'. This Fine_tuning allows them to learn the vocabulary and semantics of particular disciplines. If you want your AI solution to be familiar with options pricing algorithms, then you can show it lots of options pricing papers. If you'd like your AI to be able to converse and write about monetary policy then you can expose it to policy papers, books on economic theory, central bank meeting minutes and news conferences.

You train transformer AI models in a particular way. You don't simply feed in a file containing the text of the book or article that you are using to train the AI. You break the text up into a series of "Prompts" and "Completions". Prompts are the beginning of a passage of text and completions are what follow a prompt.

In this post we leverage the breadth and depth of content on YouTube. We propose a strategy to use selected videos to train our AI language models. These videos are chosen because they are rich in expertise in an area we want to train our language model in. The example used in this video is to train our AI in monetary policy by studying content generated by the Federal Reserve. We devise a strategy to use speech to text transcription of YouTube videos. We use OpenAI's 'Whisper' to perform this transcription. We then break this text up into 'prompts' and completions to train our model.

Following this approach we can easily train our NLP models to have expertise in any field we choose.



#NLP #Python #FineTuning #AI #MachineLearning #NewsAPI #Whisper #Lucidate #chatgpt #gpt3 #gpt-3 #openai #whisper #openai-whisper

Links:
Attention Mechanism in Transformers: https://youtu.be/sznZ78HquPc Transformer playlist: https://youtube.com/playlist?l....ist=PLaJCKi8Nk1hwaMU
Federal reserve Description: https://youtu.be/lJTmCv2kKKs
FOMC Feb 2023 Press Conference: https://www.youtube.com/watch?v=3Iv4aCN0OOo&t=2s
Python code for Transcriber class: https://github.com/mrspiggot/p....rompts_and_completio

=========================================================================
Link to introductory series on Neural networks:
Lucidate website: https://www.lucidate.co.uk/blog/categ...

YouTube: https://www.youtube.com/playlist?list...

Link to intro video on 'Backpropagation':
Lucidate website: https://www.lucidate.co.uk/post/intro...

YouTube: https://youtu.be/8UZgTNxuKzY

'Attention is all you need' paper - https://arxiv.org/pdf/1706.03762.pdf

=========================================================================
Transformers are a type of artificial intelligence (AI) used for natural language processing (NLP) tasks, such as translation and summarisation. They were introduced in 2017 by Google researchers, who sought to address the limitations of recurrent neural networks (RNNs), which had traditionally been used for NLP tasks. RNNs had difficulty parallelizing, and tended to suffer from the vanishing/exploding gradient problem, making it difficult to train them with long input sequences.

Transformers address these limitations by using self-attention, a mechanism which allows the model to selectively choose which parts of the input to pay attention to. This makes the model much easier to parallelize and eliminates the vanishing/exploding gradient problem.

Self-attention works by weighting the importance of different parts of the input, allowing the AI to focus on the most relevant information and better handle input sequences of varying lengths. This is accomplished through three matrices: Query (Q), Key (K) and Value (V). The Query matrix can be interpreted as the word for which attention is being calculated, while the Key matrix can be interpreted as the word to which attention is paid. The eigenvalues and eigenvectors of these matrices tend to be similar, and the product of these two matrices gives the attention score.

=========================================================================

#ai #deeplearning #chatgpt #gpt3 #neuralnetworks #attention #attentionisallyouneed

Generative AI
26 Views ยท 2 years ago

๐Ÿ”ฅPurdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=PPckIbZyD2I&utm_medium=DescriptionFirstFold&utm_source=Youtube
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=PPckIbZyD2I&utm_medium=DescriptionFirstFold&utm_source=Youtube
๐Ÿ”ฅAdvanced Executive Program In Applied Generative AI - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=PPckIbZyD2I&utm_medium=DescriptionFirstFold&utm_source=Youtube

This Generative AI Full Course 2025 by Simplilearn provides a structured learning path, starting with the fundamentals of Generative AI and a detailed roadmap to mastering it. Learners explore top AI technologies, including DeepSeek R1, Deep Learning, and Search GPT, followed by essential tools like LangChain. The course dives into Generative Adversarial Networks (GANs), Transformers, and Long Short-Term Memory (LSTM) networks, forming the foundation of modern AI models. It then introduces Large Language Models (LLMs), Machine Learning concepts, and Reinforcement Learning, leading into practical applications like ChatGPT analysis and OpenAI Sora. Advanced topics include LLM benchmarking, Hugging Face tutorials, and OpenAI's ChatGPT O1 model. Practical insights into Generative AI tools for job interviews, Agentic AI, and AI monetization strategies help learners stay ahead in the field. The course concludes with a look at Google Quantum AI and Machine Learning interview preparation, ensuring a strong grasp of both theoretical and applied AI concepts.

Following are the topics covered in the Generative AI Full Course 2025:

0:00:00 Introduction to Gen AI Full Course 2025
0:00:45 What is Gen AI
0:11:24 Roadmap Gen AI
0:20:31 Top 10 AI Technologies
0:44:37 Deepseek r1
0:51:36 Deep Learning
0:59:53 Search GPT
1:02:08 Langchain
1:58:43 Generative Adversarial Tutorial
2:08:05 What are Gans
2:09:06 Transformers in AI
2:21:35 LSTM
2:22:59 Introduction to LLM
3:24:12 What is Machine Learning
4:20:44 Machine Learning Tutorial
6:26:07 Reinforcement Learning
6:45:58 CHatgpt analyse
6:56:54 Openai sora
7:05:47 LLM Benchmarkeing
7:56:30 Hugging Face and its tutorial
8:11:54 Open ai chatgpt o1 model
8:17:03 Gen ai tools for job interview
8:54:05 Agentic AI
9:11:10 Money with ai agents
9:19:33 Google Quantam AI
9:31:36 Machine Learning Interview Questions

โœ… Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH

โฉ Check out the Artificial Intelligence training videos: https://youtube.com/playlist?l....ist=PLEiEAq2VkUULa5a

#genai #generativeai #artificialintelligence #ai #machinelearning #llm #simplilearn #2025

โžก๏ธ About Professional Certificate Program in Generative AI and Machine Learning

Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.

Key Features:
โœ… Program completion certificate from E&ICT Academy, IIT Guwahati
โœ… Curriculum delivered in live virtual classes by seasoned industry experts
โœ… Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
โœ… Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
โœ… Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
โœ… Eligibility for a campus immersion program organized at IIT Guwahati
โœ… Exclusive hackathons and โ€œask-me-anythingโ€ sessions by IBM
โœ… Certificates for IBM courses and industry masterclasses by IBM experts
โœ… Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
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Skills Covered:
โœ… Generative AI
โœ… Prompt Engineering
โœ… Chatbot Development
โœ… Supervised and Unsupervised Learning
โœ… Model Training and Optimization
โœ… Model Evaluation and Validation
โœ… Ensemble Methods
โœ… Deep Learning
โœ… Natural Language Processing
โœ… Computer Vision
โœ… Reinforcement Learning
โœ… Machine Learning Algorithms
โœ… Speech Recognition
โœ… Statistics

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โœ… Program Induction
โœ… Programming Fundamentals
โœ… Python for Data Science (IBM)
โœ… Applied Data Science with Python
โœ… Machine Learning
โœ… Deep Learning with TensorFlow (IBM)
โœ… Deep Learning Specialization
โœ… Essentials of Generative AI, Prompt Engineering & ChatGPT
โœ… Advanced Generative AI
โœ… Capstone
Electives:
โœ… ADL & Computer Vision
โœ… NLP and Speech Recognition
โœ… Reinforcement Learning

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Generative AI
21 Views ยท 9 months ago

โœ… Best AI App builder is Base44 https://base44.pxf.io/c/6440076/2049275/25619?trafcat=base&sharedid=video68

โœ… Submit your Claude Code app to the App Store: https://mikeyno-code.com/Skool-claude

โœ… All used prompts + the FULL AI App Building Course are available in the Skool community

In this video, I break down the exact Claude Code tutorial process I use to help beginners build apps with AI in 2026 using my step-by-step method. You'll learn how to use Claude Code effectively, set up Claude Code in VSCode, and understand the key differences between Claude Code vs Cursor so you can choose the right AI coding assistant. I'll also cover Claude Code MCP integration and show you the complete Claude Code setup process, making this the perfect Claude Code for beginners guide that gives you everything you need to start building AI-powered applications from scratch.

00:00 - Intro: Building a Math Helper App
01:58 - Step 1: Installing Claude Code in VS Code
03:43 - Step 2: Testing with a Basic Web App
08:35 - Step 3: Generating the React Native Front End
09:57 - Step 4: Building the Camera & Upload Widget
13:00 - Step 5: Integrating OpenAI for Math Logic
15:48 - Step 6: Creating the "Saved Questions" Section
17:13 - Step 7: Adding the Learn & Quiz Sections
19:50 - Full App Walkthrough

Join my exclusive newsletter: https://mikeyno-code.com/newsletter

๐Ÿ“ฉ For inquiries: Mikey (at) ytmedia.group




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