Read about this in more detail in my latest blog post: https://www.builder.io/blog/train-ai

#ai #developer #javascript #react

This video covers about Small Language Models with a cast study

⏱ Chapter Timestamps
====================
00:00 - Intro
00:28 - What is Small Language Model
02:31 - Need for SLMs?
03:00 - Case Study: Offline Applications
05:06 - SLMs in the market

Join this channel by contributing to the community:
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🔗CoPilot+PCs - https://www.youtube.com/watch?v=5JmkWJNng2I

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🔗Spring Security Primer - https://www.youtube.com/playli....st?list=PLTyWtrsGknY

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🔥 Disclaimer/Policy:
The content/views/opinions posted here are solely mine and the code samples created by me are open sourced.
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#SmallLanguageModel #LLMs #RAG

In this video, I dive into the world of agentic AI, a concept that's set to be a major buzzword in 2025. We explore how agentic AI combines multiple agents—some of which are language models (LLMs) and others that are tools—to create more sophisticated and effective AI workflows. We walk through a simple example of how an AI agent can draft a marketing plan, another can critique it, and a third can refine it based on the feedback. We also discuss how some agents can be tools, like a Google search to gather data, and how an orchestrator agent can manage the entire process, adjusting steps as needed.

Leave me a comment if you have new topics I should be discussing.

Check out my LinkedIn: https://www.linkedin.com/in/donwoodlock/

---

YouTube Timestamps
0:00 – 0:20 Welcome
0:21 – 0:50 Introduction to the concept of Agentic AI
0:51 – 3:50 Explanation of how Agentic AI works
3:50 – 4:08 Advertisement plug-in
4:08 – 5:20 Example of using compound LLM’s
5:21 – 5:55 Why you should use a compound LLM approach
5:57 – 6:45 Best way to train and use LLM’s for optimal outcome
6:45 – 7:40 How to think of LLM as agents
7:41 – 10:05 Not every agent needs to be an LLM
10:06 - 10:50 Possibility of having an orchestrator agent
10:51 – 12:50 How to use these agents
12:51 – 13:26 Closing remarks

---

ABOUT INTERSYSTEMS
Established in 1978, InterSystems Corporation is the leading provider of data technology for extremely critical data in healthcare, finance, and logistics. It’s cloud-first data platforms solve interoperability, speed, and scalability problems for large organizations around the globe. InterSystems Corporation is ranked by Gartner, KLAS, Forrester and other industry analysts as the global leader in Data Access and Interoperability. InterSystems is the global market leader in Healthcare and Financial Services.

Website: https://www.intersystems.com/
Youtube: https://www.youtube.com/@InterSystemsCorp
LinkedIn: https://www.linkedin.com/company/intersystems/
Twitter: https://twitter.com/InterSystems

#agenticai #aiagents #LLM

Learn more: https://bit.ly/4mVUPyF

Building effective Agentic AI systems is one of the most valuable skills in AI today.

Introducing Agentic AI, a new course from Andrew Ng, now available on DeepLearning.AI.

While most developers build AI that just responds to prompts, the most productive teams are building AI that executes multi-step workflows autonomously. 

In this course, you'll learn how to build 4 key agentic workflows using raw Python so that you'll see how each step actually works.

Skills you’ll gain: 

- Build agentic design patterns: reflection, tool use, planning, and multi-agent workflows
- Integrate AI with external tools: databases, APIs, web search, and code execution
- Evaluate and optimize AI systems: performance metrics, error analysis, and production deployment

Build everything from scratch in Python—no frameworks, no black boxes.

Agentic AI is available exclusively on DeepLearning.AI. With a Pro membership you get access to quizzes, code labs, and Professional Certifications along with early access to our available catalog of advanced AI courses.

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Learn advanced features, shortcuts, and workflows to get the most from Claude Code

Read the full list of tips: http://builder.io/blog/claude-code

🚀 Complete Claude Code Resources & Course: https://skool.com/scrapes
Don't miss the next build - https://www.youtube.com/@simon....scrapes?sub_confirma
Grab the full resources for this video here (free): https://scrapeshq.notion.site/....Every-Level-of-Claud

Think you're getting the most out of Claude Code? You're probably just scratching the surface. In this video, we break down the 7 levels of mastery, guiding you from basic prompting all the way to building fully autonomous systems. Stop the trial-and-error and start unlocking Claude Code's true potential today.

00:00 - Every Level of Claude Code Explained in 39 Minutes
00:41 - Level 1: The One Thing You Need To Know
03:25 - Level 2: Personalizing CLAUDE for better responses
10:25 - Level 3: Slash Commands, Skills & Hooks - Repeatability
21:21 - Level 4: Connecting Claude Code to Your Apps (MCPs)
26:18 - Level 5: Move from Executor to Supervisor
29:34 - Level 6: Agent Teams
35:57 - Level 7: Fully Autonomous Systems


#claudecodetutorial #masterclaudecode #claudecode

MIT 14.01 Principles of Microeconomics, Fall 2023
Instructor: Prof. Jonathan Gruber
View the complete course: https://ocw.mit.edu/14-01F23
YouTube Playlist: https://www.youtube.com/playli....st?list=PLUl4u3cNGP6

In this lecture, Prof. Gruber talks about where consumer decisions come from, beginning with consumer preferences. He then builds on these concepts to explain the utility function, which is a mathematical expression of consumer preference. Keywords: micoreconomics, consumer demand, preferences, utility function

License: Creative Commons BY-NC-SA
More information at https://ocw.mit.edu/terms
More courses at https://ocw.mit.edu
Support OCW at http://ow.ly/a1If50zVRlQ

We encourage constructive comments and discussion on OCW’s YouTube and other social media channels. Personal attacks, hate speech, trolling, and inappropriate comments are not allowed and may be removed. More details at https://ocw.mit.edu/comments.

For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai

November 11, 2025
This lecture covers agents, prompts, and RAG.

To learn more about enrolling in this course, visit: https://online.stanford.edu/co....urses/cs230-deep-lea

Please follow along with the course schedule and syllabus: https://cs230.stanford.edu/syllabus/

More lectures will be published regularly.
View the playlist: https://www.youtube.com/playli....st?list=PLoROMvodv4r

NOTE: There was no class on November 4, 2025 (Lecture 7). The previous lecture is Lecture 6.

Andrew Ng
Founder of DeepLearning.AI
Adjunct Professor, Stanford University’s Computer Science Department

Kian Katanforoosh
CEO and Founder of Workera
Adjunct Lecturer, Stanford University’s Computer Science Department

CIFAR DLRL 2020 Summer School

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Python Interview Questions and Answers - https://www.edureka.co/blog/in....terview-questions/py
Explore the vast world of Python programming through our comprehensive video, "Python Interview Questions". In this video, we will explore 50 important Python interview questions to prepare for cracking Python interviews. These questions are suitable for everyone, whether you're just starting out or already know a lot. We explain each answer in detail, helping both beginners and experienced programmers feel more confident for their Python interviews. If you want to brush up on what you know or learn something new, this video will help you understand Python better.

✅ 00:00 - Introduction to Python Interview Questions
✅ 01:20 - Beginners Level Python Interview Questions
✅ 14:05 - Intermediate Level Python Interview Questions
✅ 26:45 - Advanced Level Python Interview Questions

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#pythoninterview #pythoninterviewquestions #interviewquestions #interviewpreparation #python #edureka

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

What is Python?

Python is a widely used programming language that can be used for small and large-scale projects. Python allows you to seamlessly integrate web development with data analysis. Python's wide adoption is due in part to its standard library, accessibility, and support for multiple paradigms, such as procedural, functional and object-oriented programming styles. Python modules can interact with many databases making it an excellent choice to learn data science and machine-learning.
- - - - - - - - - - - - - -

What skills or experience do I need to already have before starting to learn Python?

Python is beginner-friendly, and no prior programming experience is required. Basic computer literacy and problem-solving skills are beneficial but not mandatory.

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

Is this Online Python Course for IT professionals?

No, It is not necessary to be an IT professional to be enrolled in this course. If you have programming knowledge, that will be an additional advantage. Many Non IT professionals completed the Python Course by enrolling at Edureka and placed in top MNCs such as Google, TCS, Maxgen Technologies, etc.

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This Python Course covers all the important skill sets required to get you a Python Developer job!

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By the end of this Python Course, we’ll also cover OOPs concept, Inheritance, Encapsulation, Polymorphism, and the most asked Python Interview Questions.

This Python Course suits those who aspire to become Python Developers.

🔵 Following topics are covered in this Python Training session:
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00:05:18 - Scripted vs Programming Language
00:06:49 - What is Interpreted Language?
00:27:09 - What is High-level Language?
00:58:19 - Basic Unit of Python Programming
01:00:00 - Python Variable and its Types?
01:19:16 - Python Operators
01:34:14 - What are Data Types?
01:53:53 - Types of Operators
02:25:21 - Bitwise Operators
02:56:57 - Lists
03:25:57 - Tuples
03:31:43 - Sets
03:40:52 - Dictionaries
03:47:06 - Strings
03:52:08 - Conditional Statements
04:36:05 - Python Functions and their Types
05:25:06 - OOPs concepts in Python
06:31:38 - Inheritance in Python?
07:52:58 - Encapsulation
08:26:27 - Polymorphism
09:20:00 - Basics of Data Visualization
11:07:44 - Python Interview Questions

✅ What is in the Python course?
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Numpy for Mathematical Computing
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Exception Handling
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Packages And Functions

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Learning Python can open the door to many career opportunities in tech. If you're wondering which jobs you can get knowing Python, the list may surprise you. Python is one of the most popular languages for those interested in pursuing a career in software development.

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👇👇Following topics are covered in this Azure tutorial:👇👇
00:00 - Azure Training
01:34 - Why Azure?
06:43 - What you can do with Azure free account?
13:08 - Average Salary of an Azure Solutions Architect
14:15 - What is Azure Tutorial?
19:05 - Azure Services
26:15 - Demo on Launching a Virtual Machine on Azure cloud
47:45 - Introduction to Cloud Computing
54:02 - Advantages that you get with Cloud Computing
54:55 - Applications or Products of Cloud
57:15 - Cloud Computing Models
01:00:45 - Deployment Models
01:09:10 - Service Models
01:10:56 - Cloud Providers
01:15:50 - Why Microsoft Azure?
01:19:55 - What is Microsoft Azure?
01:20:43 - Azure Core Architecture
01:30:10 - Azure Core Architecture Components
01:33:40 - Azure Resource Manager
01:38:20 - Core Azure Services - Domains
01:45:00 - Core Azure Services - Compute
02:00:13 - Creating a Virtual Machine on Azure
02:24:28 - Core Azure Services - Networking
02:42:30 - Core Azure Services - Storage
02:53:58 - Hands-on: Azure Blob Storage
03:04:35 - Core Azure Services - Database+Analytics
03:18:25 - Core Azure Services - AI + Machine Learning
03:24:12 - Core Azure Services - Identity Services
03:28:00 - Core Azure Services - Management Tools
03:36:10 - Hands-on: Architecting an Application on Azure
04:02:55 - Quiz
04:04:02 - What is Azure DS?
04:06:38 - Features of Azure DNS
04:11:04 - Domain of Azure DNS
04:16:45 - Azure DNS: DNS Zones
04:21:00 - Azure DNS: DNS Records
04:23:15 - Azure DNS: DNS Records Types
04:27:54 - Azure DNS: Registrar
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04:30:49 - What is Active Directory?
04:37:29 - Before Azure Active Directory?
04:40:09 - After Azure Active Directory?
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05:18:24 - Quiz
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05:21:58 - What is Azure Virtual Machine?
05:26:16 - Azure VM: Classic and ARM
05:28:00 - Azure VM: Workloads
05:31:58 - Azure VM: Sizing
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06:12:51 - Azure Storage: Security
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06:22:36 - What is Azure File Storage?
06:31:56 - What is Azure Table Storage?
06:33:52 - What is Azure Queue Storage?
07:32:25 - Which Azure Certification to choose?

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This Python programming full course video will cover all the basics to advanced concepts of Python programming starting with fundamentals of Python, Python Programming Concepts like Data types, Variables, Conditional Statements, Strings, operators, lists, tuples and dictionaries. Not just that, this Python Tutorial for beginners 2024 will also dive into the most crucial programming paradigms that involve the Advanced python programming with oops concepts, exception handling, file handling, sorting techniques and much more. Moreover you will have Web Scraping as hands on demo project.

In this Python Full Course 2024, we start with:

00:04:40 Introduction
00:34:06 Python Installation
00:43:44 First Python Program
00:58:38 Variables and Expressions in Python
01:08:07 Objects in Python
01:12:43 Type conversion in Python
01:21:48 Strings in Python
01:36:26 Escape sequence in Python
01:39:51 Lists in Python
01:54:00 Tuples in python
01:59:29 Dictionaries in Python
02:16:40 Arithmetic operations in Python
02:28:10 Math Function in Python
02:52:25 Conditional Statements in Python
03:06:40 While Loop in Python
03:21:32 Python while loop project
03:34:32 For Loop in Python
03:47:30 If statements in Python
03:53:42 File Handling in Python
04:05:58 Object-oriented programming concepts
04:39:50 Polymorphism in Python
05:52:39 List Comprehension in Python
07:15:54 Word Count in Python project
07:00:45 Map Function in Python, Filter Function in Python, and Reduce Function in Python
07:35:47 Web Scraping in Python Project
08:13:38 Python projects tips and tricks
09:01:16 Python Interview Questions

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