Top videos
๐ฅPGP in Generative AI and ML in collaboration with Illinois Tech: https://www.edureka.co/executi....ve-programs/pgp-gene
๐ฅGenerative AI Course: Masters Program: https://www.edureka.co/masters....-program/generative-
๐ฅIntegrated 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, youโll 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 donโt 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
๐ด ๐๐๐๐ซ๐ง ๐๐ซ๐๐ง๐๐ข๐ง๐ ๐๐๐๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐๐ฌ ๐
๐จ๐ซ ๐
๐ซ๐๐! ๐๐ฎ๐๐ฌ๐๐ซ๐ข๐๐ ๐ญ๐จ ๐๐๐ฎ๐ซ๐๐ค๐ ๐๐จ๐ฎ๐๐ฎ๐๐ ๐๐ก๐๐ง๐ง๐๐ฅ: https://edrk.in/DKQQ4Py
๐Feel free to share your comments below.๐
๐ด ๐๐๐ฎ๐ซ๐๐ค๐ ๐๐ง๐ฅ๐ข๐ง๐ ๐๐ซ๐๐ข๐ง๐ข๐ง๐ ๐๐ง๐ ๐๐๐ซ๐ญ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง๐ฌ
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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.
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
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 Mothraโs 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
๐ฅCertified 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!
๐ฅ Get Certified In Product Management: https://www.simplilearn.com/product-management-certification-training-course?utm_campaign=WhatIsAgileMethodology&utm_medium=Description&utm_source=youtube
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.
โ
Key Features
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- 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
- Hands on learning via Case Studies and Assignments
- 8X higher engagement in live online classes by SP Jain top global faculties.
- Product Manager toolkit training- JIRA, Mixpanel, Google Analytics & Balsamiq.
- Live Networking Sessions delivered by Top Product Industry Experts from Amazon, Microsoft, Adobe & VMware
- 10% Exclusive Alumni discount on SP Jain Global Executive Ed Programs
โ
Skills Covered:
- Product Strategy
- Product Market fit
- Product Ideation
- Rapid Prototyping
- Product Lifecycle Management
- Product Roadmapping and Prioritization
- Critical Thinking
- More...
๐Learn more at: https://www.simplilearn.com/product-management-certification-training-course?utm_campaign=WhatIsAgileMethodology&utm_medium=Description&utm_source=youtube
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โฉ Check out the Full Stack training videos: https://www.youtube.com/watch?v=8KaJRw-rfn8&list=PLEiEAq2VkUULCC3eEATL4zzuapTjmo1Z_
#WhatIsAgileMethodology #AgileMethodology #IntroductionToAgileMethodology #Agile #AgileSoftwareDevelopment #AgileProjectManagement #Agile2022 #ProjectManagement #Simplilearn
๐ฅ๐ฅ Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688
๐ฅ 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.
โ
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โฉ Check out the Cybersecurity videos: https://youtube.com/playlist?l....ist=PLEiEAq2VkUUJfPO
#IsACyberSecurityDegreeWorthItIn2024 #CybersecurityCareers #2024 #Cybersecurity #Cybersecurity #CybersecurityTraining #Simplilearn
โก๏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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Key Features
- Simplilearn Post Graduate Certificate
- Masterclasses from MIT Faculty
- Featuring Modules from MIT SCC and EC-Council
- 8X higher interaction in live online classes conducted by industry experts
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- Industry case studies in cyber security
- Access to CEH Pro Version
- 25+ hands-on projects
- Capstone project in 3 domains
- MIT CSAIL Professional Programs Community
โ
Skills Covered
- Advanced Hacking Concepts
- Network Packet Analysis
- Ethical Hacking
- IDS Firewalls and Honeypots
- Security and Risk Management
- Network Security
- Software Development Security
- Cryptography OSI and TCPIP Models
- Identity and Access Management
- Security Assessment and Testing
- Trojans Backdoors and Countermeasures
- Mobile and Web Technologies
โ
Enroll Now: https://www.simplilearn.com/pgp-cyber-security-certification-training-course?utm_campaign=03Nov2023IsACyberSecurityDegreeWorthItIn2024&utm_medium=Description&utm_source=youtube
๐ฅ๐ฅ *Interested in Attending Live Classes? Call Us:* IN - 18002127688 / US - +18445327688
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๐ฅProfessional 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
๐ฅPurdue - 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.
๐Know 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
โ
Subscribe to our Channel to learn more about the top Technologies: https://www.youtube.com/user/Simplilearn
โฉ 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:
โ
Foundational AI Concepts
โ
Developing AI Applications
โ
AI in Practice
โ
AI Governance
โ
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
โ
Program completion certificate from Purdue University Online and Simplilearn
โ
Access to Purdueโs alumni association membership on program completion
โ
50+ hours of core curriculum delivered in live online classes by industry experts
โ
Build Generative AI-enabled applications through hands-on projects
โ
Live online masterclasses delivered by Purdue faculty and staff
โ
Gain exposure to ChatGPT, OpenAI, Hugging Face, DALL-E 2 and other prominent tools
โ
Explore concepts like prompt engineering, attention mechanism, transformers, LLM application development, and LLM fine-tuning
โ
Simplilearn's JobAssist helps you get noticed by top hiring companies
โ
Earn official trophy and badges for โMicrosoft 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
โ
AGS: Program Induction
โ
AGS: Python Basics (Optional)
โ
AGS: Essentials of Generative AI, Prompt Engineering & ChatGPT
โ
AGS: Advanced Generative AI - Models and Architecture
โ
AGS: Advanced Generative AI - Building LLM Applications
โ
AGS: Advanced Generative AI - Image Generation Capabilities
โ
AGS: Generative AI Governance
Electives:
โ
AGS: Microsoft Azure AI Fundamentals - Generative AI
โ
AGS: Academic Masterclass
Skills Covered
โ
Python Programming
โ
Explainable AI
โ
Prompt Engineering
โ
Variational Autoencoders VAEs
โ
Generative Adversarial Networks GANs
โ
Transformers
โ
LLM Architecture
โ
Attention Mechanism
โ
Langchain for Workflow Design
โ
GenAI Application Development
โ
LLM Fine Tuning
โ
LLM Benchmarking
โ
Stable Diffusion
โ
Generative AI Governance
Tools Covered
โ
Python
โ
ChatGPT
โ
OpenAI
โ
Hugging Face
โ
Bard
โ
Dall-E-2
โ
LangChain
โ
Gradio
โ
Chroma
โ
StreamLit
Industry Projects
โ
Project 1
Craft an AI Powered HR Assistant
โ
Project 2
Build a Creative Logo Designer
โ
Project 3
Conversational Chatbot for Document Interaction
๐Learn more at: https://www.simplilearn.com/applied-ai-course?utm_campaign=OVzcQVdn4_s&utm_medium=Description&utm_source=youtube
๐ฅ๐ฅ Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688
๐ฅEdureka 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
๐นCheck our complete Deep Learning With TensorFlow playlist here: https://goo.gl/cck4hE
๐นCheck 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 โHello 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).
Facebook: https://www.facebook.com/edurekaIN/
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๐ฅPurdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=QTYkoK_ty7M&utm_medium=Lives&utm_source=Youtube
๐ฅProfessional 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
๐ฅAdvanced 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
โ
Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH
โฉ Check out the Artificial Intelligence training videos: https://youtube.com/playlist?l....ist=PLEiEAq2VkUULa5a
#genai #generativeai #artificialintelligence #ai #machinelearning #llm #simplilearn #2025
โก๏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.
Key Features:
โ
Program completion certificate from E&ICT Academy, IIT Guwahati
โ
Curriculum delivered in live virtual classes by seasoned industry experts
โ
Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
โ
Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
โ
Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
โ
Eligibility for a campus immersion program organized at IIT Guwahati
โ
Exclusive hackathons and โask-me-anythingโ sessions by IBM
โ
Certificates for IBM courses and industry masterclasses by IBM experts
โ
Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
โ
Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
โ
Simplilearn's JobAssist helps you get noticed by top hiring companies
Skills Covered:
โ
Generative AI
โ
Prompt Engineering
โ
Chatbot Development
โ
Supervised and Unsupervised Learning
โ
Model Training and Optimization
โ
Model Evaluation and Validation
โ
Ensemble Methods
โ
Deep Learning
โ
Natural Language Processing
โ
Computer Vision
โ
Reinforcement Learning
โ
Machine Learning Algorithms
โ
Speech Recognition
โ
Statistics
Learning Path:
โ
Program Induction
โ
Programming Fundamentals
โ
Python for Data Science (IBM)
โ
Applied Data Science with Python
โ
Machine Learning
โ
Deep Learning with TensorFlow (IBM)
โ
Deep Learning Specialization
โ
Essentials of Generative AI, Prompt Engineering & ChatGPT
โ
Advanced Generative AI
โ
Capstone
Electives:
โ
ADL & Computer Vision
โ
NLP and Speech Recognition
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๐ฅ๐๐๐ ๐๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง๐ฌ ๐๐ซ๐๐ก๐ข๐ญ๐๐๐ญ ๐๐๐ซ๐ญ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง ๐๐ซ๐๐ข๐ง๐ข๐ง๐ : https://www.edureka.co/aws-certification-training (Use Code: ๐๐๐๐๐๐๐๐๐)
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.
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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
๐ฅPurdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=PPckIbZyD2I&utm_medium=DescriptionFirstFold&utm_source=Youtube
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๐ฅAdvanced 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
โ
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#genai #generativeai #artificialintelligence #ai #machinelearning #llm #simplilearn #2025
โก๏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:
โ
Program completion certificate from E&ICT Academy, IIT Guwahati
โ
Curriculum delivered in live virtual classes by seasoned industry experts
โ
Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
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Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
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Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
โ
Eligibility for a campus immersion program organized at IIT Guwahati
โ
Exclusive hackathons and โask-me-anythingโ sessions by IBM
โ
Certificates for IBM courses and industry masterclasses by IBM experts
โ
Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
โ
Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
โ
Simplilearn's JobAssist helps you get noticed by top hiring companies
Skills Covered:
โ
Generative AI
โ
Prompt Engineering
โ
Chatbot Development
โ
Supervised and Unsupervised Learning
โ
Model Training and Optimization
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Model Evaluation and Validation
โ
Ensemble Methods
โ
Deep Learning
โ
Natural Language Processing
โ
Computer Vision
โ
Reinforcement Learning
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Machine Learning Algorithms
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Speech Recognition
โ
Statistics
Learning Path:
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Program Induction
โ
Programming Fundamentals
โ
Python for Data Science (IBM)
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Applied Data Science with Python
โ
Machine Learning
โ
Deep Learning with TensorFlow (IBM)
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Deep Learning Specialization
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Essentials of Generative AI, Prompt Engineering & ChatGPT
โ
Advanced Generative AI
โ
Capstone
Electives:
โ
ADL & Computer Vision
โ
NLP and Speech Recognition
โ
Reinforcement Learning
๐ Learn More At: https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=PPckIbZyD2I&utm_medium=Description&utm_source=Youtube
โ
Best AI App builder is Base44 https://base44.pxf.io/c/6440076/2049275/25619?trafcat=base&sharedid=video68
โ
Submit your Claude Code app to the App Store: https://mikeyno-code.com/Skool-claude
โ
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
๐ฉ For inquiries: Mikey (at) ytmedia.group