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Data Analytics
12 Views ยท 2 years ago

๐Ÿ”ฅ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐ƒ๐ž๐ž๐ฉ ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐ฐ๐ข๐ญ๐ก ๐“๐ž๐ง๐ฌ๐จ๐ซ๐Ÿ๐ฅ๐จ๐ฐ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง: https://www.edureka.co/ai-deep....-learning-with-tenso (๐”๐ฌ๐ž ๐‚๐จ๐๐ž: ๐˜๐Ž๐”๐“๐”๐๐„๐Ÿ๐ŸŽ)
This Edureka "๐“๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ๐ž๐ซ๐ฌ ๐๐ž๐ฎ๐ซ๐š๐ฅ ๐๐ž๐ญ๐ฐ๐จ๐ซ๐ค๐ฌ ๐„๐ฑ๐ฉ๐ฅ๐š๐ข๐ง๐ž๐" video will help you in understanding why we need Transformers and what exactly it is. It also explains few issues with training a Recurrent Neural Network and how to overcome those challenges using Transformers.
00:00:00 Agenda
00:01:28 Introduction to Deep Learning
00:08:24 What is Deep Learning
00:13:02 NLP using RNN
00:15:59 Scaling up NLP task
00:16:49 Transformers Walkthrough
00:19:51 Top Language Models

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Data Analytics
5 Views ยท 2 years ago

Machine Learning is one of those things that is chock full of hype and confusion terminology. In this StatQuest, we cut through all of that to get at the most basic ideas that make a foundation for the whole thing. These ideas are simple and easy to understand. After watching this StatQuest, you'll be ready to learn all kinds of new and exciting things about Machine Learning.

If you're interested in learning more about SoSA, here's the link: http://thesosa.org/

Here's the link to the video about the bias/variance tradeoff:
https://youtu.be/EuBBz3bI-aA

Here's the link to the video about cross-validation, aka the way to determine which samples go into your training set and which samples go into your testing set: https://youtu.be/fSytzGwwBVw

For a complete index of all the StatQuest videos, check out:
https://statquest.org/video-index/

If you'd like to support StatQuest, please consider...

Buying The StatQuest Illustrated Guide to Machine Learning!!!
PDF - https://statquest.gumroad.com/l/wvtmc
Paperback - https://www.amazon.com/dp/B09ZCKR4H6
Kindle eBook - https://www.amazon.com/dp/B09ZG79HXC

Patreon: https://www.patreon.com/statquest
...or...
YouTube Membership: https://www.youtube.com/channe....l/UCtYLUTtgS3k1Fg4y5

...a cool StatQuest t-shirt or sweatshirt:
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...buying one or two of my songs (or go large and get a whole album!)
https://joshuastarmer.bandcamp.com/

...or just donating to StatQuest!
https://www.paypal.me/statquest

Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:
https://twitter.com/joshuastarmer

0:00 Awesome song and introduction
0:35 A silly example of classification
2:24 A silly example of regression
3:37 The Bias/Variance Tradeoff
8:15 Fancy machine learning
8:56 Evaluating the performances of a decision tree
11:12 Summary of concepts and main ideas


#statquest #ML

Data Analytics
11 Views ยท 2 years ago

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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

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โžก๏ธ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

โœ… Receive 35 Contact Hours with Live Virtual Sessions
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โœ… Cost managementLeadership

Learning Path
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โœ… PCP PM - Agile Scrum Master
โœ… PCP PM - Microsoftยฎ Project 2021
โœ… PCP PM - Implementing a PMO
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โœ… Generative AI Masterclass
โœ… Gen AI Masterclasses in Project and Quality Management

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

๐Ÿ‘‰ Enroll Now: https://www.simplilearn.com/pgp-project-management-certification-training-course?utm_campaign=XVQTCrPcqTQ&utm_medium=DescriptionFF&utm_source=youtube

Generative AI
11 Views ยท 2 years ago

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Generative AI
15 Views ยท 1 year ago

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

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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

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

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

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

Key Features:
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โœ… Supervised and Unsupervised Learning
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โœ… Ensemble Methods
โœ… Deep Learning
โœ… Natural Language Processing
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Generative AI
40 Views ยท 9 months ago

In this video, we go over how you can fine-tune Llama 3.1 and run it locally on your machine using Ollama! We use the open source repository "Unsloth" to do all of the fine tuning on an SQL dataset!

Throughout this video, we discuss the ins and outs of what fine-tuning an LLM is, how you can work with your data so that the LLM can process it and then importing it into Ollama for you to run locally on your machine!

Ollama is available on all platforms!

Dataset used: https://huggingface.co/dataset....s/gretelai/synthetic
Ollama: https://github.com/ollama/ollama
Unsloth: https://github.com/unslothai/unsloth

Make sure you follow for more content!
___________________________

Try Warp now for FREE ๐Ÿ‘‰ bit.ly/warpdotdev

Twitter ๐Ÿฆ
https://twitter.com/warpdotdev

TikTok ๐Ÿ“ฑ
https://www.tiktok.com/@warp.dev

TIMESTAMPS
0:00 Intro
0:10 Getting the dataset
0:45 The Tech Stack
1:18 Installing Dependencies
1:48 Fast Language Model Explained
2:35 LORA Adaptes Explained
3:02 Converting your data to fine-tune
3:36 Training the Model....
4:01 Converting to Ollama compatibility
4:11 Creating a Modelfile for Ollama
4:50 Final Output!
5:01 Check out Ollama in 2 minutes!

Generative AI
5 Views ยท 7 months ago

Highlight: At 33:30 Josh Starmer, Statsquatch, and the Normalsaurus from @statquest have an awesome cameo!

Generative AI
2 Views ยท 5 months ago

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In this video, I break down building an AI Agent so simply even a 10-year-old could do it! Iโ€™ll walk you through what an AI agent is and how to build a basic email agent in n8n that can automatically send emails for you.

No coding experience? No problem! Iโ€™ll guide you step-by-step, showing just how quick and easy you can get this set up. By the end of this video, youโ€™ll have your very own email-sending AI agent up and running in no time.


Sponsorship Inquiries:
๐Ÿ“ง [email protected]

WATCH NEXT:
https://youtu.be/u2Tuu02r7QI

TIMESTAMPS
00:00 Components of an AI Agent
03:50 Step 1: Chat Input
04:18 Step 2: Adding the Brain
05:49 Step 3: Adding Memory
07:45 Step 4: Adding Send Email Tool
10:21 Step 5: Adding Instructions (System Message)
12:04 Testing the Email Agent
13:43 Reviewing the Agent Log
15:00 Step 6: Adding Contact Database Tool
16:57 Final Test
18:05 Final Thoughts

Gear I Used:
Camera: Razer Kiyo Pro
Microphone: HyperX SoloCast
Background Music: https://www.youtube.com/watch?v=Q7HjxOAU5Kc&t=0s

Generative AI
6 Views ยท 5 months ago

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Generative AI
11 Views ยท 5 months ago

Welcome to the ultimate Claude Code Full Course! ๐Ÿคฏ 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; itโ€™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 hereโ€ฆ

0: Born in Quezon City, Philippines ๐Ÿ‡ต๐Ÿ‡ญ
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 ๐Ÿ„ 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 ๐Ÿ‘‰ https://sabrina.dev/p/free

Generative AI
11 Views ยท 5 months ago

๐Ÿ“ข Access top AI models and creators like Anthropicโ€™s Claude, OpenAIโ€™s GPT, Metaโ€™s Llama, DeepSeek, Moonshot AIโ€™s Kimi, plus image generation with Black Forest Labs (Flux) and Recraft โ€” 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.

๐Ÿ”— My Links:
Sponsor a Video or Do a Demo of Your Product, Contact me: [email protected]
๐Ÿ”ฅ Become a Patron (Private Discord): https://patreon.com/WorldofAi
๐Ÿง  Follow me on Twitter: https://twitter.com/intheworldofai
๐Ÿšจ Subscribe To The SECOND Channel: https://www.youtube.com/@UCYwLV1gDwzGbg7jXQ52bVnQ
๐Ÿ‘ฉ๐Ÿปโ€๐Ÿซ Learn to code with Scrimba โ€“ from fullstack to AI https://scrimba.com/?via=worldofai (20% OFF)
๐Ÿšจ Subscribe To The FREE AI Newsletter For Regular AI Updates: https://intheworldofai.com/
๐Ÿ‘พ 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

๐Ÿ“Œ 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 โ€“ Spin up apps, iterate, and preview running servers in real time
PR & CI Monitoring โ€“ Auto-fix failures, auto-merge PRs, and keep working on your next task while Claude handles the last one
Session Mobility โ€“ Move CLI sessions to desktop, cloud, web, or mobile
Claude Code Security โ€“ Scan for vulnerabilities, suggest patches, and review fixes with human oversight
Git Worktree Support โ€“ Run multiple agents in parallel without interference

Anthropic is clearly reshaping software engineering, automating complex tasks, and helping developers work smarter, faster, and safer. Donโ€™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

Generative AI
7 Views ยท 5 months ago

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

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

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




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