Learn about Large Language Models (LLMs), a powerful neural network that enables computers to process and generate language better than ever before. Dale and Nikita share how LLMs work and how you can interact with them via prompts.

Resources:
Try out Bard → https://goo.gle/420KQhw
What is a Transformer? → https://goo.gle/3VABlDw

Subscribe to Google Developers → https://goo.gle/developers

#MachineLearning #MLmodels #LLMs #GenerativeAI

This Gen AI tutorial for beginners is sort of like a Gen AI mini-course where a person can start learning the fundamentals of Gen AI and in the end, we build two end-to-end projects. Below is the outline of the exact topics that are covered.

Code for project 1: https://github.com/codebasics/....langchain/tree/main/
Code for project 2: https://github.com/codebasics/....langchain/tree/main/
LangChain source code: https://codebasics.io/resource....s/langchain-crash-co
Vector database article: https://www.pinecone.io/learn/vector-database/

00:00 Overview
00:29 What is Gen AI or Generative AI?
01:23 Gen AI evolution
10:00 What is LLM (Large Language Model)?
13:55 Embeddings, Vector Database
21:24 Retrieval Augmented Generation
28:16 Tooling for Gen AI
29:14 Langchain Fundamentals
1:14:49 End-to-End Project 1: Equity Research Tool
2:28:25 End-to-End Project 2: Retail Q&A Tool

Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.

Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.

🎥 Codebasics Hindi channel: https://www.youtube.com/channe....l/UCTmFBhuhMibVoSfYo

#️⃣ Social Media #️⃣

🧑‍🤝‍🧑 Discord for Community Support: https://discord.gg/r42Kbuk
📸 Codebasics' Instagram: https://www.instagram.com/codebasicshub/
📝 Codebasics' Linkedin : https://www.linkedin.com/company/codebasics/

------

📝 Dhaval's Linkedin : https://www.linkedin.com/in/dhavalsays/
📝 Hem's Linkedin: https://www.linkedin.com/in/hemvad/

📽️ Hem's Instagram for daily tips: https://www.instagram.com/hemvadivel/
📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/

🔗 Patreon: https://www.patreon.com/codeba....sics?fan_landing=tru

🔥Purdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=QN0tvr7k7cM&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Professional Certificate Program in Generative AI and Machine Learning - IITG (India Only) - https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=QN0tvr7k7cM&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Advanced Executive Program In Applied Generative AI - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=QN0tvr7k7cM&utm_medium=DescriptionFirstFold&utm_source=Youtube

In this video, we are going to learn how to install Microsoft Copilot on a Mac! Microsoft Copilot is an AI-powered assistant designed to enhance your productivity across various Microsoft 365 applications. Copilot provides intelligent suggestions and automations to streamline your workflow.

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

⏩ Check out More AI and ML Videos By Simplilearn: https://www.youtube.com/playli....st?list=PLEiEAq2VkUU

#CopilotInMac #MicrosoftCopilot #AI #GenAI #ArtificialIntelligence #simplilearn #2025

➡️ 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, Python, and more. Join masterclasses led by IITG faculty , and earn Executive Alumni Status.

Key Features:
✅ Program completion certificate from E&ICT Academy, IIT Guwahati
✅ Curriculum delivered in live virtual classes by seasoned industry experts
✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
✅ Eligibility for a campus immersion program organized at IIT Guwahati
✅ Exclusive hackathons and “ask-me-anything” sessions by IBM
✅ Certificates for IBM courses and industry masterclasses by IBM experts
✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Skills Covered:
✅ Generative AI
✅ Prompt Engineering
✅ Chatbot Development
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Machine Learning Algorithms
✅ Statistics

Electives:
✅ IITG AI: ADL & Computer Vision
✅ IITG AI: NLP and Speech Recognition
✅ IITG AI: Reinforcement Learning
✅ IITG AI: Academic Masterclass

👉 Learn More At: https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=VideoID&utm_medium=Description&utm_source=Youtube✅ Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH

⏩ Check out More AI and ML Videos By Simplilearn: https://www.youtube.com/playli....st?list=PLEiEAq2VkUU

#CopilotInMac #MicrosoftCopilot #AI #GenAI #ArtificialIntelligence #simplilearn #2025

➡️ 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, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.
Key Features:
✅ Program completion certificate from E&ICT Academy, IIT Guwahati
✅ Curriculum delivered in live virtual classes by seasoned industry experts
✅ Exposure to the latest AI tools, such as generative AI, LLMs, and prompt engineering
✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
✅ Eligibility for a campus immersion program organized at IIT Guwahati
✅ Exclusive hackathons and “ask-me-anything” sessions by IBM
✅ Certificates for IBM courses and industry masterclasses by IBM experts
✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Skills Covered:
✅ Generative AI
✅ Prompt Engineering
✅ Chatbot Development
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Deep Learning
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Machine Learning Algorithms
✅ Speech Recognition
✅ Statistics

👉 Learn More At: https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=VideoID&utm_medium=Description&utm_source=Youtube

🔥Full Stack Java Developer Program (Discount Code - YTBE15) - https://www.simplilearn.com/java-full-stack-developer-certification?utm_campaign=ojoT7VTuGOg&utm_medium=Lives&utm_source=Youtube
🔥Full Stack Developer - MERN Stack Program (Discount Code - YTBE15) - https://www.simplilearn.com/full-stack-developer-course-mern-certification-training?utm_campaign=ojoT7VTuGOg&utm_medium=Lives&utm_source=Youtube
🔥Caltech - Post Graduate Program in Full Stack Web Development - https://www.simplilearn.com/pgp-full-stack-web-development-certification-training-course?utm_campaign=ojoT7VTuGOg&utm_medium=Lives&utm_source=Youtube
🔥Caltech Coding Bootcamp (US Only) - https://www.simplilearn.com/coding-bootcamp?utm_campaign=ojoT7VTuGOg&utm_medium=Lives&utm_source=Youtube

This Video on Data Structures and Algorithms by Simplilearn will help you learn the basics of programming, data structures, and the working of algorithms. This Data Structures Tutorial will help you learn everything about data structures and algorithms. We’ll start with an introduction to data structures, laying the foundation for understanding the core concepts. As we progress, we’ll explore the best AI coding tools to enhance your coding efficiency. Then, we’ll dive deep into what an algorithm is and explore essential algorithms like recursion, the Tower of Hanoi algorithm, the Knapsack problem, and Prim's Algorithm. You'll also get hands-on with various data structure types, and how to choose the right one for different scenarios. We’ll provide a guide on how to get internships and practical exposure, followed by an introduction to the top 10 programming projects to solidify your learning and improve your portfolio. By the end of this course, you’ll be equipped with the skills to confidently tackle coding challenges and real-world problems using data structures and algorithms.

This Data Structures and Algortihms Full Course will cover the following topics:

00:00:00 Introduction to Data Structures Full Course
05:26:27 Data Structures Tutorial For Beginners
05:38:31 Best AI Coding tools
05:50:06 What is an Algorithm
06:01:10 What is recursion
06:12:33 tower of hanoi algorithm
06:36:45 Knapsack algorithm
07:05:34 Prims Algorithm
10:41:28 Data Structure tutorial
10:48:59 How to get Internships
11:02:09 Top 10 Programming Projects

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

#datastructures #algorithm #datastructuresandalgorithms #queues #stack #linkedlist #cprogramming #cpp #programming #simplilearn #2025

➡️ About Post Graduate Program in Full Stack Web Development

This program will give you the foundation for building full stack web apps using the Java programming language. You'll begin with the basics of JavaScript, and then venture into some of the more advanced concepts like Angular, Spring Boot, Hibernate, JSPs, and MVC. Now is a perfect time to get started on your career as a full stack web developer!

Key Features
✅ Live sessions on the latest AI trends, such as generative AI, prompt engineering, explainable AI, and more
✅ Caltech CTME Post Graduate Certificate
✅ Attend Masterclasses from Caltech CTME instructors
✅ Online Convocation by Caltech CTME Program Director
✅ Receive up to 25 CEUs from Caltech CTME
✅ Caltech CTME Circle Membership
✅ Live virtual classes led by industry experts, hands-on projects and integrated labs
✅ 30+ in-demand tools and skills
✅ Capstone Project in 4 domains
✅ 20 lesson-end and 5 phase-end projects
✅ Build your own portfolio on GitHub

Skills Covered
✅ Agile
✅ JAVA
✅ Hibernate and JPA
✅ Spring Core 50
✅ DevOps
✅ HTML5 and CSS3
✅ AWS
✅ JavaScript ES6
✅ Servlets
✅ SOAP and REST
✅ JSP

Learning Path
✅ Induction for Caltech PGP Full Stack Web Development Program
✅ PG FSD: Planning and UI Design
✅ PG FSD: Backend and Database Development
✅ PG FSD: API End Points and Communication
✅ PG FSD: Integration and Deployment
✅ PG FSD: Full Stack Web Development Capstone Project
Electives:
✅ Caltech CTME Full Stack Development Master Class
✅ Generative AI Masterclass

Learn More: https://www.simplilearn.com/pgp-full-stack-web-development-certification-training-course?utm_campaign=ojoT7VTuGOg&utm_medium=Lives&utm_source=Youtube

#BestOfVocalDeepHouse #RelaxingMusic #HouseMusic2024

Mega Hits 2024 🌱 The Best Of Vocal Deep House Music Mix 2024 🌱 Summer Music Mix 2024 #205
Mega Hits 2024 🌱 The Best Of Vocal Deep House Music Mix 2024 🌱 Summer Music Mix 2024 #205
Mega Hits 2024 🌱 The Best Of Vocal Deep House Music Mix 2024 🌱 Summer Music Mix 2024 #205

@ImagineDeep68 @RuDeepRadio @artemismusic1000

✔️Submit music: https://spoti.fi/2TJ4Dyj
✔️Youtube: → https://bom.to/7wQ7xX
✔️Instagram : → https://bom.to/T6TBhm
✔️Twitter: → https://bom.to/Fs5giK
✔️Facebook: → https://bom.to/TWMfIj

🎬Video Footages Used:

"🌿 Video By: Gaëtan Piolot
➤ Youtube: https://bit.ly/34EUPLa
➤ Instagram: @gaetanpiolot"

🎶Music By :

🌿Follow Deep Disco Records
➤https://www.youtube.com/@DeepdiscoRecords
➤https://www.youtube.com/@deepdiscomusic
➤https://www.youtube.com/@petebellis

00:00:00 | 1. Sun Goes Down-Robin Schulz
00:02:24 | 2. Dj Dark & Mentol - Supergirl (feat Georgia Alexandra)
00:05:57 | 3. Austin Mahone - What About Love (Suprafive Remix)
00:09:40 | 4. All Night - Paul Lock
https://youtu.be/L8JYdG4G9y8?si=I6le7aYLQ9Inapbq
00:15:11 | 5. Forget You - Paul Lock
https://youtu.be/_vCUb0v1m8A?si=lVb-PNW9JpJhW6EH
00:20:24 | 6. All I Want (Marc Philippe Remix) - Paul Lock
https://youtu.be/1OA1Q4BS_To?si=carWszK9qOC8ps5J
00:23:55 | 7. Losing My Mind - Paul Lock
https://youtu.be/tbPesU9R-n4?si=PZawGcP0Ha64hUwj
00:29:45 | 8. Keep Loving You - Paul Lock, Tommy , Pete Bellis
https://youtu.be/DFZQhJwbc1E?si=HCGsNdSnWIqqN-2J
00:34:04 | 9. Just A Dream - Paul Lock
https://youtu.be/yuE7biiP8Hc?si=fnQXF--M2Iy-uDLP
00:40:03 | 10. Like, Whatever (Original Mix) - Paul Lock
https://vibe.deepdiscomusic.com/bestofdd
00:45:39 | 11. Night Into Day (Original Mix) - Paul Lock
https://youtu.be/gVh621r2JjQ?si=78zPn7stfkGkQWk2
00:50:00 | 12. We Made It (Original Mix) - Paul Lock
https://youtu.be/2smU4MX7Iqs?si=VpJ5WrB8mm95-T8-
00:53:47 | 13. Break Away - Costa Mee
https://youtu.be/qBN05pOS82w?si=LBG5NVK5Gyei4EE8
00:57:27 | 14. I Feel Crazy - Housenick
https://youtu.be/iaujYgHlljo?si=O8s8IcgiFShDhl0v
01:03:54 | 15. I'll Be OK - Millios
https://youtu.be/7bGlbtfyulY?si=-5iw8_dIredHD1AX
01:07:11 | 16. Left Me In The Rain - Pete Bellis & Tommy, Costa Mee
https://youtu.be/qJ0-Bpn_ZzQ?si=6Zi241uw8_FN-ZKL

📷 Picture credit:
@unknown (if you know, please share the info with us).

♦ If any manufacturer, record label, artist or photographer has trouble uploading music or videos, please contact us and we will delete your work immediately. Thanks! ♦ We try to find the best and most interesting song for you! We hope to make your day more beautiful with the music we share! Peace, love and music. I am also a music producer, I am working on this project!


🚫 If you have any problem with copyright issues, or question please do not report me, take your time to contact us via mail, and we will respond within 48h - 💌 [email protected] 💌

Grokking Machine Learning Book: https://www.manning.com/books/....grokking-machine-lea
40% discount promo code: serranoyt

A friendly introduction to the main algorithms of Machine Learning with examples.
No previous knowledge required.

What is Machine Learning: (0:05)
Linear Regression: (2:25)
Gradient Descent: (4:10)
Naive Bayes: (6:20)
Decision Trees: (10:35)
Logistic Regression: (13:20)
Neural networks: (17:00)
Support Vector Machines: (18:50)
Kernel trick: (20:05)
K-Means clustering: (26:00)
Hierarchical Clustering: (28:30)
Summary: (29:40)

(Thanks to Nick Kartha for breaking down the topics!)

If you like this, there's an extended version in this playlist:
https://www.youtube.com/playli....st?list=PLAwxTw4SYaP

Learn more about AI Agent Frameworks here → https://ibm.biz/~M1qnwGHnE

Too many agentic AI frameworks and no clear starting point. 🤯 Meenakshi Kodati breaks down agentic AI frameworks like LangChain, AutoGen, and CrewAI across workflows, multi-agent systems, and production use cases. Learn how to choose the right framework based on your system design and real-world needs.

AI news moves fast. Sign up for a monthly newsletter for AI updates from IBM → https://ibm.biz/~YOhBiYsX4

#agenticai #aiagents #langchain #aiframeworks