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


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

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

#ChatGPTExpertCourse #ChatGPT Expert #ChatGPT #ChatGPTForBeginners #ChatGPT #Chat_GPT #ChatGPTTutorial #ChatGPTForBeginners #Simplilearn

➡️ About Caltech Post Graduate Program In AI And Machine Learning

Designed to boost your career as an AI and ML professional, this program showcases Caltech CTME's excellence and IBM's industry prowess. The artificial intelligence course covers key concepts like Statistics, Data Science with Python, Machine Learning, Deep Learning, NLP, and Reinforcement Learning through an interactive learning model with live sessions.

✅ Key Features

- Simplilearn's JobAssist helps you get noticed by top hiring companies
- PGP AI & ML completion certificate from Caltech CTME
- Masterclasses delivered by distinguished Caltech faculty and IBM experts
- Caltech CTME Circle Membership
- Earn up to 22 CEUs from Caltech CTME
- Online convocation by Caltech CTME Program Director
- IBM certificates for IBM courses
- Access to hackathons and Ask Me Anything sessions from IBM
- 25+ hands-on projects from the likes of Twitter, Mercedes Benz, Uber, and many more
- Seamless access to integrated labs
- Capstone projects in 3 domains
- 8X higher interaction in live online classes by industry experts

✅ Skills Covered

- Statistics
- Python
- Supervised Learning
- Unsupervised Learning
- Recommendation Systems
- NLP
- Neural Networks
- GANs
- Deep Learning
- Reinforcement Learning
- Speech Recognition
- Ensemble Learning
- Computer Vision

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

🔥🔥 *Interested in Attending Live Classes? Call Us:* IN - 18002127688 / US - +18445327688

🔥AWS Cloud Architect Masters Program (Discount Code - YTBE15) - https://www.simplilearn.com/aws-cloud-architect-certification-training-course?utm_campaign=GSsu7S5qe7c&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥IITK - Professional Certificate Program in Cloud Computing and DevOps (India Only) - https://www.simplilearn.com/cloud-computing-devops-course?utm_campaign=GSsu7S5qe7c&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥AWS Solution Architect Certification Training - https://www.simplilearn.com/cloud-computing/aws-solution-architect-associate-training?utm_campaign=GSsu7S5qe7c&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Caltech - Post Graduate Program in Cloud Computing - https://www.simplilearn.com/pgp-cloud-computing-certification-training-course?utm_campaign=GSsu7S5qe7c&utm_medium=DescriptionFirstFold&utm_source=Youtube

This Video on Cloud Computing Full course by simplilearn will help you learn the basics of cloud computing. this Simplilearn video is a complete tutorial for cloud computing engineers. It begins with an introduction to cloud computing, followed by a detailed explanation of AWS and its features. Next, you'll explore a roadmap to becoming a cloud engineer, along with insights into cloud security. The video also covers cloud service models and a comparison of AWS vs. Azure. Moving ahead, you'll find exciting cloud computing project ideas to enhance your portfolio. Lastly, the video discusses essential cloud computing certifications to help you advance your career. This comprehensive tutorial is designed to equip you with the skills and knowledge needed to excel in the field of cloud computing.

00:00:00 Introduction to Cloud Computing
00:05:23 What is Cloud Computing
00:10:15 What is AWS?
00:19:36 How to become Cloud Engineer
03:20:20 Cloud Computing Tutorial
03:26:51 What is Cloud Security
08:14:18 Cloud Computing Service Models
08:24:35 AWS Vs Azure
08:25:20 Cloud Computing Project ideas
08:40:13 Cloud Computing Certifications

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

➡️ Click here to watch more cloud computing tutorials from Simplilearn: https://www.youtube.com/playli....st?list=PLEiEAq2VkUU

#cloudcomputing #cloudcomputingforbeginners #cloudcomputingcourse #aws #amazonwebservices #simplilearn #2024

➡️ About AWS Cloud Practitioner Course
AWS Cloud Practitioner course is for individuals seeking an overall understanding of Amazon Web Services Cloud, independent of specific technical roles. To build AWS Cloud knowledge, you will learn about AWS Cloud concepts, services, security, architecture and support. This course also helps prepare for the AWS Certified Cloud Practitioner exam. Providers: Microsoft Azure, AWS, and GCP.

Key Features
✅ Official AWS live class training content
✅ Self-paced learning videos authored by AWS
✅ Live online training from AWS Authorized Instructors
✅ 1-day Instructor-Led Training Course for accelerated learning

Skills Covered
✅ AWS Cloud Adoption Framework
✅ AWS Global Infrastructure
✅ AWS data migration solutions
✅ Storage and databases
✅ AWS IAM security levels
✅ AWS Compute Services
✅ Amazon Cloud
✅ Front and Edge locations
✅ Networking concepts
✅ Pay_As_You_Go pricing model
✅ AWS pricing models and support

Learning Path
✅ Lesson 01: Introduction to Amazon Web Services
✅ Lesson 02: Compute in the Cloud
✅ Lesson 03: Global Infrastructure and Reliability
✅ Lesson 04: Networking
✅ Lesson 05: Storage and Databases
✅ Lesson 06: Security
✅ Lesson 07: Monitoring and Analytics
✅ Lesson 08: Pricing and Support
✅ Lesson 09: Migration and Innovation
✅ Lesson 10: AWS Certified Cloud Practitioner Basics


Learn More:- https://www.simplilearn.com/aws-cloud-practitioner-essentials?utm_campaign=GSsu7S5qe7c&utm_medium=Description&utm_source=youtube

🔥Post Graduate Program In Project Management: https://www.simplilearn.com/pgp-project-management-certification-training-course?utm_campaign=XVQTCrPcqTQ&utm_medium=DescriptionFF&utm_source=youtube
🔥PMP® Certification Training Course: https://www.simplilearn.com/project-management/pmp-certification-training?utm_campaign=XVQTCrPcqTQ&utm_medium=DescriptionFF&utm_source=youtube

This Project Management Full Course by Simplilearn will help you start with the basics of PMP. The course begins with an introduction to project management, covering Agile project management, PMP certification essentials, and a detailed PMP exam guide. You’ll explore the project management roadmap for beginners, Agile methodology, principles, and Scrum meetings. Dive deeper into Kotter's 8-step model, prioritization techniques, and product lifecycle management. Learn about achieving product-market fit, PMP 6th edition training, and project management in software engineering. The course wraps up with top PM tools, interview tips, and how to excel as a project manager.

Following are the topics covered in this Project Management Full Course:

00:00:00 Introduction to Project management full course
00:21:28 What is project management
00:29:37 What is agile project management
00:30:34 All about PMP Certification
00:47:06 PMP Exam Guide
00:59:50 Project Management Roadmap for beginners
01:05:41 What is Agile Methodology
01:15:02 Agile Principles
01:17:32 Scrum Meeting Explained
01:28:33 Kotters 8 step model explained
01:38:39 How to be Project Manager
06:27:15 Project Management
06:29:26 Prioritization Techniques
06:49:14 Product Lifecycle Management
07:08:50 What is product market fit
08:26:13 PMP 6th edition training
08:39:50 Project Management in Software Engineering
08:41:19 How to answer Product Management Interview Questions
09:14:47 Top 10 PM Tools
10:01:06 Project Manager Interview Questions

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

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

✅ Know More about Simplilearn here: https://www.simplilearn.com?utm_campaign=XVQTCrPcqTQ&utm_medium=Description&utm_source=youtube

#pmpcertification #pmpcertificationtraining #projectmanagement #ProductManagementIntewrviewQuestions #PMP #Simplilearn #2024

➡️PMP Certification Course Overview

Simplilearn's PMP training course covers core topics essential for a project management professional. It includes topics such as emerging trends, new technologies and practices, and core competencies required from a project manager. With an emphasis on strategic and business knowledge, the course also highlights the role of a project manager.

Key Features

✅ Receive 35 Contact Hours with Live Virtual Sessions
✅ Exclusive modules focused on applications of GenAI in Project Management
✅ PMI's largest partner in India
✅ 12 Full-Length Simulation Test Papers (180 Qs Each), 500+ Premium Exam Questions Exclusive from PMI, 1000 Practice Questions Bank
✅ PMP Exam Application Assistance by Certified Experts | Exam Cheat Sheet | Guaranteed Exam Pass Study Plan
✅ 24x7 Course Assistance Service

Skills Covered

✅ Work breakdown structure
✅ Gantt charts
✅ Project cost estimating
✅ Engineering economics
✅ Resource allocation
✅ Mathematical project scheduling models
✅ Cost managementLeadership

Learning Path
✅ PCP PM - PMP®
✅ PCP PM - Agile Scrum Master
✅ PCP PM - Microsoft® Project 2021
✅ PCP PM - Implementing a PMO
✅ PCP PM - Project Management Capstone
Electives:
✅ PCP PM - PMI-Risk Management Professional
✅ PCP PM - PMI-Program Management Professional
✅ PCP PM - Lean Six Sigma Green Belt (LSSGB)
✅ PCP PM - Customer Centric Digital Transformation (CCDT)
✅ Generative AI Masterclass
✅ Gen AI Masterclasses in Project and Quality Management

✅ Benefits

The PMP® certification can help you land lucrative roles in IT, manufacturing, finance, healthcare, and other exciting industries. PMP® certified project managers drive better project performance and are often rewarded with substantial pay raises as shown below.

👉 Enroll Now: https://www.simplilearn.com/pgp-project-management-certification-training-course?utm_campaign=XVQTCrPcqTQ&utm_medium=DescriptionFF&utm_source=youtube

Announcement: New Book by Luis Serrano! Grokking Machine Learning. bit.ly/grokkingML
40% discount code: serranoyt

A conceptual description of principal component analysis, including:
- variance and covariance
- eigenvectors and eigenvalues
- applications
As usual, very little formulas, lots and lots of pictures!

0:00 Introduction
0:46 Taking a picture
1:13 Dimensionality Reduction
2:02 Housing Data
5:09 Mean
7:46 Variance?
12:47 Covariance matrix
13:58 Linear Transformations
18:12 Eigenstuff
19:16 Eigenvalues
19:53 Eigenvectors
20:51 Principal Component Analysis (PCA)
26:05 Thank you!

A video about decision trees, and how to train them on a simple example.

Accompanying blog post: https://medium.com/@luis.serra....no/splitting-data-by

For a code implementation, check out this repo:
https://github.com/luisguiserr....ano/manning/tree/mas

Helper videos:
- Gini index: https://www.youtube.com/watch?v=u4IxOk2ijSs
- Entropy and information gain: https://www.youtube.com/watch?v=9r7FIXEAGvs
- Machine learning error and metrics: https://www.youtube.com/watch?v=aDW44NPhNw0

Grokking Machine Learning book:
www.manning.com/books/grokking-machine-learning
40% discount code: serranoyt

The Qwen3 family of thinking large language models has just been released and the smallest model in the family is just 523MB! But what can such a small model do? Is it just an academic exercise or is it actually useful? Let's find out.
---

Twitter: https://twitter.com/garyexplains
Instagram: https://www.instagram.com/garyexplains/

#garyexplains

Host your n8n agents on Hostinger: https://www.hostinger.com/david
Use code David ;)

Learn about the best AI Business models here - https://www.youtube.com/watch?v=Ta5g-OxjPO4

Wanna learn how to code with AI? Go here: https://www.skool.com/new-society

Follow me on Instagram - https://www.instagram.com/davidondrej1/
Follow me on Twitter - https://x.com/DavidOndrej1

Subscribe if you're serious about AI.

This is the ultimate guide about AI Agents.

www.vectal.ai

Ready to become a certified watsonx Generative AI Engineer? Register now and use code IBMTechYT20 for 20% off of your exam → https://ibm.biz/BdnZTF

Learn more about Types of AI agents here → https://ibm.biz/BdnZTE

Can a drone deliver packages safely and efficiently? 🤖 Martin Keen breaks down the 5 types of AI agents—from reflex to learning models—and their role in robotics, decision-making, and automation. Learn how goal-driven and utility-based AI adapt to workflows and complex environments.

Intro - 0:00
Simple Reflex Agent - 0:50
Model-Based Reflex Agent - 2:49
Goal-Based AI Agent - 4:20
Utility Based AI Agent- 5:43
Learning AI Agent - 6:55
Use Cases - 8:22

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

#aiagents #machinelearning #ai

What are agentic AI and agentic operating systems? And what are their potential benefits, drawbacks and longer-term implications?

For further information, the websites and articles included in this video are as follows:

PROTOCOLS:

MCP website: https://modelcontextprotocol.i....o/docs/getting-start

Google announces the A2A protocol: https://developers.googleblog.....com/en/a2a-a-new-era

IBM’s ACP integrated into A2A: https://lfaidata.foundation/co....mmunityblog/2025/08/

A2A Protocol website: https://a2a-protocol.org/latest/


ORCHESTRATION PLATFORMS:

Microsoft AutoGen: https://www.microsoft.com/en-u....s/research/project/a

IBM WatsonX Orchestrate: https://www.ibm.com/products/watsonx-orchestrate

AWS Bedroom AgentCore: https://aws.amazon.com/bedrock/agentcore/

Google Vertex AI Agent Builder: https://cloud.google.com/products/agent-builder

Google Gemini Enterprise https://cloud.google.com/gemini-enterprise

AgentForce: https://www.salesforce.com/uk/agentforce/

Forethought: https://forethought.ai/

Origon AI: https://origon.ai/


AGENTIC OPERATING SYSTEMS:

“Making every Windows PC an AI PC”: https://blogs.windows.com/wind....owsexperience/2025/1

“Experimental Agentic Features” in Windows: https://support.microsoft.com/....en-us/windows/experi

Microsoft Agent 365: https://www.microsoft.com/en-u....s/microsoft-agent-36

MIT Sloan Management Review and BCG article on the agentic enterprise (inc survey): https://sloanreview.mit.edu/pr....ojects/the-emerging-

Apple working on MCP support for agentic AI: https://9to5mac.com/2025/09/22..../macos-tahoe-26-1-be


More videos on computing and related topics can be found at:
http://www.youtube.com/@ExplainingComputers

And more videos on film and other making, plus retro tech, can be found on my Christopher Barnatt channel: http://www.youtube.com/@ChristopherBarnatt

Chapters:
00:00 Titles & Intro
00:48 Agentic AI Basics
07:14 The Good
09:53 The Bad
11:48 The Ugly
13:22 The Future

#AgenticAI #agentic #Aiagent #agent #MCP #A2A #orchestration #ExplainingComputers

Welcome to the ultimate Claude Code Full Course! 🤯 In this video, we are building a fully autonomous AI Marketing Officer completely from scratch.

If you are looking for a Claude Code Crash Course for Beginners NOW, this is it. This Claude Code tutorial works as a complete Claude Code beginners guide, walking you through how to setup Claude Code in VS Code (Visual Studio Code). By the end of this video, you'll have a system where you can type one sentence, and Claude will research the topic, draft a week's worth of content (including visuals), and schedule it across your social media platforms.

This isn't just a coding tutorial; it’s a guide on how to use AI to have leverage and scale yourself. Whether you are wondering about Claude Code vs n8n for automation or just want to Master Claude Code in a few hours, this build-along guide covers it all.

In this deep-dive tutorial, we cover:

Claude Code Setup: Installing Claude Code, VS Code, and handling permissions safely.

Skills: Creating custom skills to generate posts from YouTube videos.

Brand Voice: Teaching the AI to write like you (or like Alex Hormozi/Justin Welsh).

Quality Gates: Using hooks to automatically check for bad formatting or banned words.

Sub-Agents: Running parallel agents to post to Twitter and LinkedIn simultaneously.

Claude Code Tips: Essential tricks from 500+ hours of usage.

Don't start your Claude Code course without watching this practical example of building a real-world tool using the Blotato API.


Timestamps

00:00 - Claude Code Full Course Intro & Demo
00:49 - Course Outline: Building an AI Marketing Officer
03:15 - How to Install Claude Code & VS Code Setup
06:34 - Managing Permissions & Safe Mode Prompts
09:24 - Claude Code Modes: Plan Mode vs. Edit Mode
11:23 - Managing Context Windows & Models (Opus 4.6)
13:09 - Building Skill #1: The Social Media 'Post' Skill
16:46 - Integrating the Blotato API for Visuals
24:00 - Testing the Post Skill with a YouTube Video
27:10 - Debugging Live: Handling API Errors
30:39 - Generating Content from Perplexity Search
32:35 - Adding Brand Voice (Alex Hormozi & Justin Welsh Styles)
36:51 - Setting up Quality Gates & Hooks (Validating Posts)
42:19 - Creating Sub-Agents for Cross-Platform Publishing
45:08 - Testing Parallel Publishing (Twitter & LinkedIn)
49:57 - Building Skill #2: The 'Plan Week' Automation
53:38 - Setting up Scheduling Slots for Batch Content
59:00 - Analyzing a 2-Hour Video for Content Angles
01:02:00 - Reviewing the Full Weekly Content Plan
01:07:54 - Creating the CLAUDE.MD Documentation File
01:11:36 - Next Steps & Repurposing this Tool

#ClaudeCode #AIAutomation #n8n
--

I'm Sabrina Ramonov. I'm on a mission to teach 1 million people AI. I'm also the solo founder of Blotato.com. It's a SaaS app for creators/entrepreneurs to go viral faster with AI, just like me (0 to 500k+ in 6 months solo).

How I got here…

0: Born in Quezon City, Philippines 🇵🇭
22 yrs old: Graduated UC Berkeley with degrees in Computer Science and Physics... and $250k in student loans.
23 yrs old: Started Qurious, as Founder/CEO, doing natural language processing (AI) in healthcare.
25 yrs old: Closed pilots with billion-dollar pharmaceutical companies, but failed to reach product market fit.
26 yrs old: Pivoted Qurious a lot, then settled on real-time call guidance for sales and customer support, combining streaming speech recognition (AI) and natural language processing (AI).
28 yrs old: Made the Forbes 30 Under 30 list, while living in a living room of 2BR San Francisco apartment.
30 yrs old: Sold 100% of Qurious to Pegasystems (NASDAQ: Pega) in cash and stock deal ($10M+ total).
31 yrs old: Integrated Qurious with Pegasystems Customer Service to launch Pega Voice AI, now used by 1000s of support agents.
32 yrs old: Started angel investing in VC/seed funds, crypto, and passion areas 🍄 while recovering from burnout by hiking, skiing, and reading. Dropped 50 lbs to get back in shape.
33 yrs old: Started making free content to teach 1 million people AI.
34 yrs old: 0 to 500k+ followers in 6 months with $0 budget, 0 team, $0 paid ads, 0 masterminds.

Today: Started https://Blotato.com to distribute 100+ pieces of content per week. 1000s of creators & entrepreneurs use Blotato to go viral faster with AI.

Get FREE AI prompts, playbooks, and agents 👉 https://sabrina.dev/p/free

⚙️ WEBINAR: Build an AI Operating System for Your Business in 7 Days: https://bit.ly/aios-blueprint-webinar
📈 Get daily AIOS Workshops from me in my Accelerator: https://bit.ly/4rG6nJt

📚 Join the #1 community for AI entrepreneurs and connect with 280k+ members: https://bit.ly/46myCUX
🤝 Ready to transform your business with AI? Let's talk: https://bit.ly/3OUpjFI
📋 Get our FREE 14-day playbook for finding high-impact AI opportunities in any business: https://bit.ly/14-day-playbook

My Vlog/BTS Channel: https://bit.ly/LiamOttleyVlogs

I’m breaking down my AI Operating System built on Claude Code—how I’m automating 60–70% of my workload and running multiple businesses from a phone using a proper tool harness (not brittle bots). You’ll see how to set up Context OS (folder structure, documentation, priming), then wire a Data OS that merges P&L, Google Analytics, YouTube, marketing, and sales into local mission-control dashboards you can query via Telegram.

⏱️ Timestamps:
00:00 What We're Covering
01:00 The AIOS that automates 60–70% of your workload
02:00 Claude Code runs your company from Telegram
03:37 Build the stack: Context setup and layered automation
06:51 Data OS and “Mission Control” dashboards
10:24 Meeting Intelligence + Daily Brief
14:26 Live webinar, templates, and next steps

📢 Access top AI models and creators like Anthropic’s Claude, OpenAI’s GPT, Meta’s Llama, DeepSeek, Moonshot AI’s Kimi, plus image generation with Black Forest Labs (Flux) and Recraft — all in one place with Mammouth starting at just $10/month: https://mammouth.ai

Anthropic is back with massive upgrades to Claude Code! From Claude Code Security to Claude Engineer and built-in git worktree support, this update takes AI-assisted development to the next level.

🔗 My Links:
Sponsor a Video or Do a Demo of Your Product, Contact me: [email protected]
🔥 Become a Patron (Private Discord): https://patreon.com/WorldofAi
🧠 Follow me on Twitter: https://twitter.com/intheworldofai
🚨 Subscribe To The SECOND Channel: https://www.youtube.com/@UCYwLV1gDwzGbg7jXQ52bVnQ
👩🏻‍🏫 Learn to code with Scrimba – from fullstack to AI https://scrimba.com/?via=worldofai (20% OFF)
🚨 Subscribe To The FREE AI Newsletter For Regular AI Updates: https://intheworldofai.com/
👾 Join the World of AI Discord! : https://discord.gg/NPf8FCn4cD

Something coming soon :) https://www.skool.com/worldofai-automation

[Must Watch]:
Gemini 3.1 Pro Is Google's Greatest Model Ever! Most Powerful AI EVER! (Fully Tested): https://youtu.be/_uQKI-NOCFg
Claude Code + Figma MCP Is The Greatest AI Design System I've Ever Used!: https://youtu.be/mBJNfze9H0I
Claude Sonnet 4.6: The Best AI Coding Model Ever! 1M Context, Cheap, & More! (Fully Tested): https://youtu.be/enoBTzLziEs

📌 LINKS & RESOURCES
Claude Code Desktop: https://claude.com/download
Claude Code Secruity: https://www.anthropic.com/news..../claude-code-securit
Waitlist: https://claude.com/contact-sales/security
Boris Thread On Worktrees: https://x.com/bcherny/status/2025007393290272904

In this video, we dive into:
Claude Code Desktop Preview – Spin up apps, iterate, and preview running servers in real time
PR & CI Monitoring – Auto-fix failures, auto-merge PRs, and keep working on your next task while Claude handles the last one
Session Mobility – Move CLI sessions to desktop, cloud, web, or mobile
Claude Code Security – Scan for vulnerabilities, suggest patches, and review fixes with human oversight
Git Worktree Support – Run multiple agents in parallel without interference

Anthropic is clearly reshaping software engineering, automating complex tasks, and helping developers work smarter, faster, and safer. Don’t miss this deep dive into everything new!

Tags/Keywords:
Claude Code, Claude Code Desktop, Claude Code Security, Claude Engineer, Anthropic AI, AI coding assistant, AI software engineer, PR monitoring, CI automation, frontend development AI, git worktree, session mobility, code review AI, AI dev tools, Opus 4.6, AI cybersecurity, code vulnerability scanner

Hashtags:
#ClaudeCode #AnthropicAI #AICoding #SoftwareEngineering #CodeSecurity #AIEngineer #GitWorktree #CI #DevTools #AIProductivity

MIT 18.642 Topics in Mathematics with Applications in Finance, Fall 2024
Instructor: Jake Xia
View the complete course: https://ocw.mit.edu/courses/18....-642-topics-in-mathe
YouTube Playlist: https://www.youtube.com/playli....st?list=PLUl4u3cNGP6

In this video Jake Xia provides an overview of key financial concepts, including market structure, types of financial products like stocks, bonds, derivatives, and the roles of various market participants. He also introduces investment strategies, emphasizing the importance of understanding personal financial goals, risk management, and the use of mathematical models in pricing and trading, culminating in a practical trading game to apply these concepts.

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

September 23, 2025
This lecture covers:
1. Class introduction
2. Examples of deep learning projects
3. Course details

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

To follow along with the course schedule and syllabus, visit: https://cs230.stanford.edu/syllabus/

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

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

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

Introduces the main ideas behind Convolutional Neural Networks (CNNs). The topics are:

Challenges of Image Classification
Convolutional Neural Network Basics
CNN Architectures
What a CNN Can See
CNNs in PyTorch