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๐ฅ๐๐๐ฎ๐ซ๐๐ค๐ ๐๐๐๐ฉ ๐๐๐๐ซ๐ง๐ข๐ง๐ ๐๐จ๐ฎ๐ซ๐ฌ๐ ๐ฐ๐ข๐ญ๐ก ๐๐๐ง๐ฌ๐จ๐ซ๐๐ฅ๐จ๐ฐ ๐๐๐ซ๐ญ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง: https://www.edureka.co/ai-deep....-learning-with-tenso (๐๐ฌ๐ ๐๐จ๐๐: ๐๐๐๐๐๐๐๐๐)
This Edureka "๐๐ซ๐๐ง๐ฌ๐๐จ๐ซ๐ฆ๐๐ซ๐ฌ ๐๐๐ฎ๐ซ๐๐ฅ ๐๐๐ญ๐ฐ๐จ๐ซ๐ค๐ฌ ๐๐ฑ๐ฉ๐ฅ๐๐ข๐ง๐๐" 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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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:
https://shop.spreadshirt.com/s....tatquest-with-josh-s
...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
๐ฅPost Graduate Program In Project Management: https://www.simplilearn.com/pgp-project-management-certification-training-course?utm_campaign=XVQTCrPcqTQ&utm_medium=DescriptionFF&utm_source=youtube
๐ฅPMPยฎ 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. Youโll 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
โ
Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH
โฉ Check out More PMP Videos By Simplilearn: https://www.youtube.com/playli....st?list=PLEiEAq2VkUU
โ
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
โก๏ธPMP 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
โ
Receive 35 Contact Hours with Live Virtual Sessions
โ
Exclusive modules focused on applications of GenAI in Project Management
โ
PMI's largest partner in India
โ
12 Full-Length Simulation Test Papers (180 Qs Each), 500+ Premium Exam Questions Exclusive from PMI, 1000 Practice Questions Bank
โ
PMP Exam Application Assistance by Certified Experts | Exam Cheat Sheet | Guaranteed Exam Pass Study Plan
โ
24x7 Course Assistance Service
Skills Covered
โ
Work breakdown structure
โ
Gantt charts
โ
Project cost estimating
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Engineering economics
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Resource allocation
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Mathematical project scheduling models
โ
Cost managementLeadership
Learning Path
โ
PCP PM - PMPยฎ
โ
PCP PM - Agile Scrum Master
โ
PCP PM - Microsoftยฎ Project 2021
โ
PCP PM - Implementing a PMO
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PCP PM - Project Management Capstone
Electives:
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PCP PM - PMI-Risk Management Professional
โ
PCP PM - PMI-Program Management Professional
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PCP PM - Lean Six Sigma Green Belt (LSSGB)
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PCP PM - Customer Centric Digital Transformation (CCDT)
โ
Generative AI Masterclass
โ
Gen AI Masterclasses in Project and Quality Management
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Benefits
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.
๐ Enroll Now: https://www.simplilearn.com/pgp-project-management-certification-training-course?utm_campaign=XVQTCrPcqTQ&utm_medium=DescriptionFF&utm_source=youtube
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๐ฅPurdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=PPckIbZyD2I&utm_medium=DescriptionFirstFold&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=PPckIbZyD2I&utm_medium=DescriptionFirstFold&utm_source=Youtube
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
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. 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
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
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Certificates for IBM courses and industry masterclasses by IBM experts
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Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
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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
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
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 ๐ bit.ly/warpdotdev
Twitter ๐ฆ
https://twitter.com/warpdotdev
TikTok ๐ฑ
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!
Highlight: At 33:30 Josh Starmer, Statsquatch, and the Normalsaurus from @statquest have an awesome cameo!
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In this video, I break down building an AI Agent so simply even a 10-year-old could do it! Iโll 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! Iโll guide you step-by-step, showing just how quick and easy you can get this set up. By the end of this video, youโll have your very own email-sending AI agent up and running in no time.
Sponsorship Inquiries:
๐ง [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
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Welcome to the ultimate Claude Code Full Course! ๐คฏ 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; itโs 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 hereโฆ
0: Born in Quezon City, Philippines ๐ต๐ญ
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 ๐ 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 ๐ https://sabrina.dev/p/free
๐ข Access top AI models and creators like Anthropicโs Claude, OpenAIโs GPT, Metaโs Llama, DeepSeek, Moonshot AIโs 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.
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[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
๐ 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. Donโt 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 Introduction to Deep Learning 6.S191: Lecture 2
Recurrent Neural Networks
Lecturer: Ava Amini
** New 2025 Edition **
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