LLMs or Large Language Models are everywhere these days. But how do they work exactly? In this video, a deep-fake version of Ryan Gosling (created with ElevenLabs and SyncLabs) explains the high-level workings of an LLM like ChatGPT.

🔵TOPICS 🔵
0:42 What are Large Language Models (a.k.a. LLMs)
1:10 Well known commercial and open source examples of LLMs
1:41 The inner workings of an LLM
3:00 What embeddings are
6:34 LLMs compared to how our live is generated
7:43 What the acronym GPT stands for

🔵ATTRIBUTION 🔵
Ground Truth Video Used to Create this video
KEN Things Ryan Gosling Can't Live Without | GQ
https://youtu.be/aNJ_JPkbH2M?si=rPGZEJndw-JP_lMw

🔵FAIR USE 🔵
This video is for educational purposes and is in line with the guidelines for Fair Use
https://support.google.com/youtube/answer/9783148?hl=en&ref_topic=2778546

#lipsync #chatgpt #llm #llms #generativeai #voicecloning #claude3 #perplexityai #perplexity #autonomousagents #autogen #crewai #facefusion

Thanks for watching♥️🌈🎵🎵










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MIT 22.01 Introduction to Nuclear Engineering and Ionizing Radiation, Fall 2016
Instructor: Michael Short
View the complete course: https://ocw.mit.edu/22-01F16
YouTube Playlist: https://www.youtube.com/playli....st?list=PLUl4u3cNGP6

Prof. Short uses all the concepts introduced thus far to introduce the study of nuclear materials and radiation damage - his field of study. The concept of ionizing radiation creating nuclear displacements, not just electron ionization, is introduced as the first event in radiation damage. The structural defects produced from these displacements are shown to cluster, move, and evolve, resulting in drastic changes to material properties. Key structural material properties and their formal definitions are introduced and demystified by watching a pair of Finnish scientists smash various items with a 50 ton hydraulic press.

License: Creative Commons BY-NC-SA
More information at https://ocw.mit.edu/terms
More courses at https://ocw.mit.edu

Lets Make a Question Answering chatbot using the bleeding edge in deep learning (Dynamic Memory Network). We'll go over different chatbot methodologies, then dive into how memory networks work, with accompanying code in Keras.

Code + Challenge for this video:
https://github.com/llSourcell/....How_to_make_a_chatbo

Nemanja's Winning Code:
https://github.com/Nemzy/langu....age-translation/blob

Vishal's Runner up code:
https://github.com/erilyth/Dee....pLearning-Challenges

Web app to run the code yourself:
https://ethancaballero.pythonanywhere.com

Please subscribe! And like. And comment. That's what keeps me going.

More Learning resources:
https://www.youtube.com/watch?v=FCtpHt6JEI8&t=643s
https://www.youtube.com/watch?v=Qf0BqEk5n3o&t=637s
https://yerevann.github.io/201....6/02/05/implementing
https://www.youtube.com/watch?v=2A5DKPA5lAw
http://www.wildml.com/2016/01/....attention-and-memory
https://github.com/domluna/memn2n

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Nick agreed to personally set up your Hermes agent on Orgo in a 15 min call: https://startup-ideas-pod.link/orgo_ai

I sit down with Nick from Orgo to break down exactly how to run a one-person AI agent business that can realistically clear a few million dollars a year. Nick walks through the offer, the verticals worth chasing, the full software stack, and the live setup of an agent that manages other agents. We focus on tactics over theory, with specific tools, pricing, and the playbook for landing customers as a solopreneur. By the end, anyone with solid AI fluency will have a clear path from offer design to fulfillment.

Timestamps
00:00 – Intro
02:54 – Designing the AI Agent Business Offer
06:38– Selling an AI Employee, Not an Agent
07:26 – Industries to Target (and Two to Avoid)
14:54 – Content Is Overpowered and How to Get Customers
17:51 – The Customer-Facing Tool Stack
20:49 – Building Agents Stack
25:51 – Model Picks: GPT 5.5, GLM 5.1, Kimmy, Opus 4.7
27:08 – Nick’s Stack
28:14 – Why Obsidian Is the Second Brain Layer
30:22 – Live Walkthrough: Spinning Up a Cloud Computer in Orgo
33:53 – Cloud Computers vs. Mac Minis
38:37 – Building Agents and Structuring Workspaces for Customers
43:56 – Watchdogs, Observability, and Reliability
45:28 – Closing Thoughts on the Solopreneur Era

Key Points

* Sell unlimited agents, unlimited usage, and unlimited support to remove friction; most customers actually use one to three agents.
* Avoid healthcare and finance to start; focus on legacy verticals like marketing, law, insurance, manufacturing, wholesale, and real estate.
* OpenClaw agents go for around 5K a month; Hermes agents can go for 10K a month.
* The full stack: Granola, Trello, Loom, Superhuman, Asana, Codex, Hermes, Orgo, Composio, Agent Mail, and Obsidian.
* GPT 5.5 is the recommended default model for tool calling; GLM 5.1 and Kimmy work for lighter tasks; Opus 4.7 fits long-horizon coding.
* Use agents to set up other agents — pair Cloud Code or Codex with MCPs like Perplexity, Context7, and X MCP for live docs.

Numbered Section Summaries

1. The Solopreneur Agent Opportunity I open with Nick's premise that AI fluency itself is a rare, monetizable skill. Roughly 99% of the market sits behind on AI, so anyone who can stand up Claude Code, Hermes, or OpenClaw has leverage that businesses will pay real money for. The episode is framed as a tactical A-to-Z playbook rather than an idea-of-the-week pitch.

2. The Anti-Friction Offer Nick argues the winning offer is unlimited agents, unlimited usage, unlimited monitoring, security, and ongoing changes for around 5K a month. The trick is that customers think they need 10 or 100 agents, while in reality one to three handle the bulk of the work. Removing token-talk and credit-talk preserves the magic and shortens time to yes.

3. Picking the Right Vertical Healthcare and finance get flagged as too regulated for a solo operator. Instead, Nick recommends marketing agencies, law firms, insurance agencies, manufacturers, wholesalers, and real estate. These are large legacy industries hungry to become AI native, with executive-level pain that abstracts cleanly across companies.

4. Niching Down the Right Way I push on the "diverge then converge" framework: try several verticals, see where the market pulls you, then go sub-niche by geography or by professional type (commercial real estate in Florida, matrimonial law, etc.). Going specific lets you craft an offer that makes a buyer feel personally addressed.

7. Models and Why They Matter GPT 5.5 is the recommended default for Hermes and OpenClaw because it is efficient with tool calls and the OpenAI paid plan is generous. GLM 5.1 from Z.AI is the top open-source pick for cheaper light tasks, with Kimmy close behind.

8. Live Build, Reliability, and Closing Nick walks through Orgo live: a workspace per customer, a cloud computer per agent, and a Telegram-controlled meta-agent that can install Hermes, manage 27 VMs, and patch problems on the fly. We cover MCPs that give agents up-to-date setup context the value of spawning parallel sub-agents for research, and the importance of watchdogs and email-based observability so issues get caught before customers feel them.

The #1 tool to find startup ideas/trends - https://www.ideabrowser.com/

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The Vibe Marketer - Resources for people into vibe marketing/marketing with AI: https://www.thevibemarketer.com/

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In this beautiful video we will take a tour around the world with relaxing music sleep and relaxing piano music for stress relief.
The most beautiful places in the world:
Who has not ever dreamed of traveling the world visiting the most beautiful places in the planet? That dream can be possible. We have selected the most beautiful places in the world so that you can start planning your next trip.
In this 8K video you will find the world in a great video with piano music and relaxing nature sounds.

Follow me:
►YouTube: https://www.youtube.com/channe....l/UC8D_NXFBh8A9KSwo7
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Amazing & Beautiful Planet 8K HDR 60FPS (FUHD) Demo 8K ULTRA HD

#8K #RELAXING #PLANET

Paanipat 8k Ultra Hd Movie ｜ Bollywood New Movie ｜ Sanjay Dutt, Kriti Sanon, Arjun Kapoor

Calm & relaxing piano music you can listen to in the background during your day, during a meditation, reflection, while studying, working, or focusing, letting your thoughts run free, as a soundtrack during your ME time, but also as peaceful music in the evening before going to sleep. Of course also simply to relax and enjoy.

Title: Peaceful Mind | Type: original fantasia piano music session

“Healing the world begins with healing yourself.” ― Anthon St. Maarten

There’s power in calmness, quietness, a well sorted, focused, peaceful mind. There’s beauty in peace, too. On many levels. I chose this title because it’s something I wish for myself. And I don’t want to be selfish. I wish it for you too. I believe in a fast paced, complex, information and items dense, fast-changing, super-connected, always-on world, it’s especially important to cultivate a sense for and methods to achieve a mind state of calm and peace. Interestingly, that's not one of the things I’ve learned in school. But I’m not resentful. I can still research and learn about this important skill, and try implementing it in my life.

You might be already there, or maybe it’s something you want to tackle too?
If yes, what are items that (maybe?) keep your mind rather cluttered, negatively stressed, or attached to ineffective behaviors, items, people, things? Is it worrying about your personal life, about another, about our world, or maybe there’s a specific app or behavior that steals your mind’s and body's energy without making your life actually better? Is there a “too much” coming from your work or your private life, or maybe both? Or is there even an emptiness in your life that’s possibly making the mind un-peaceful? Will be different for different people. I’m not looking for answers to all the above. Maybe you see one thing for yourself that might be worth tackling.

For me, I plan to get rid of some clutter in the coming weeks, get my living and working space a good degree more cleaned up, maybe also clean up business and project related things (though that’s a life task here). But I also want to be there for and with a few of my fellow beings.

Another thing:

Winter arrived in the northern hemisphere. It’s freezing here where I live. A time when nature slows down dramatically. To rest. To save energy for warmer and sunnier times. I’m nature too. Maybe I should slow down during the coming weeks too. Maybe work 50% only? To allow the body and mind to rest and repair? To play? What about you? Do you slow down in winter months? Do you have a work contract that allows you to do less hours in winter months? Or do you do it the other way round, is it even a time for you with boosted productivity, because less things might be possible to be done outdoors because of freezing temps?

This is probably the last tune I share with you this year..
I hope you enjoy the music. Thank you for being here with me this way ☺️
💛 Michael (relaxdaily*)

Thank you also for creating playlists and listening on

🎧 my Apple Music page
https://music.apple.com/artist..../relaxdaily/49454388

🎧 my Spotify page
https://open.spotify.com/artis....t/3F1cI520nPOLkjvHd2

📺 tune into the relaxdaily YouTube channel:
https://www.youtube.com/relaxdaily (tip: tick the notification bell for updates after subbing)

Some popular relaxdaily playlists:

☰ Relaxdaily Piano Music: https://www.youtube.com/playli....st?list=PLOzlQzU-yr6

☰ Relaxdaily Singles:
https://www.youtube.com/playli....st?list=PLAE6EB41B48

☰ Deep Focus: https://www.youtube.com/playli....st?list=PLOzlQzU-yr6


*I’m Michael and I enjoy creating music. I play, compose and record mostly calm and peaceful tunes and share these here on the relaxdaily YouTube channel since 2011.

Music can be much more than just pure entertainment. It can be a meaningful soundtrack that accompanies us through a moment, through a day, a phase, or through life.

Many use my recordings and piano music sessions as background music while reading, doing mind work, to achieve better focus, while studying, while being creative, while coding or designing a product, a service or the world of tomorrow. From your comments I know that my music also works as relaxing music (also stress relief, depression or anxiety dissolving music), spa or yoga music, or to set a calm tone at cafes, bars, lounges, in hotels and restaurants, mostly at a low volume.

This project is not as much about a genre as it is about a feeling. A way of life. With my tunes, I try to take a little heat and speed out of our generally quite busy lives. A soundtrack for you, when you feel the need for a calm and peaceful, light and positive tune, the relaxdaily way.

You can read my artist statement here: https://relaxdaily.net/about

Thank you for following, liking, sharing, commenting on, and supporting the relaxdaily project!

Michael a.k.a. relaxdaily


© music & video (2022) relaxdaily.net

#relaxing #piano #music

🔥 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐂𝐨𝐮𝐫𝐬𝐞 (Use code: "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎") : https://www.edureka.co/data-sc....ience-python-certifi
This Edureka Data Science Full Course video will help you understand and learn Data Science Algorithms in detail. This Data Science Tutorial is ideal for both beginners as well as professionals who want to master Data Science Algorithms.
Below are the topics covered in this Data Science Full course tutorial:
00:00:00 Introduction
00:00:45 Agenda
00:02:59 What is Data Science
00:04:31 Data Science Basics
00:07:13 Walmart use cases
00:12:05 Who is a Data Scientist
00:13:47 Role of a Data Scientist
00:15:39 Technologies to learn for a Data scientist
00:44:16 Data Scientist Roadmap
01:00:55 Data Science Salary
01:09:44 Statistics and Probability
01:40:48 Use Case
01:50:43 Confusion matrix
02:00:15 Probability
02:15:56 Bayes Theorem
02:22:22 Inferntial Statistics
02:31:37 Use Case
02:42:20 What is Machine Learning
02:59:23 What is Regression in Machine Learning
03:08:05 Use Case
03:25:53 Logistic Regression
03:32:46 Use case
04:14:25 Decision Tree Algorithm
04:15:01 What is Classification
04:19:12 Types of Classification
04:28:28 What is Decision Tree
04:35:35 Decesion Tree Terminologies
04:59:50 Random Forest
05:03:11 Working of Random Forest
05:04:08 RandomSampling with Replacement
05:12:15 Advantages of Random Forest
05:15:37 Hands-on Random forest
05:27:01 KNN Algorithm
05:29:02 Features of KNN
05:37:17 How Does KNN Algorithm Works
05:42:50 Hands-on KNN Algorithm
05:59:30 Naive Bayes Classifier
06:19:50 Support Vector Machine
06:45:16 K-means clustering Algorithm
07:05:27 Apriori Algorithm
07:21:14 Hands-on
07:35:08 Reinforcement Learning
07:38:25 Reinforcement Learning - Counter strike example
07:56:36 Q Learning
07:57:34 Defining a problem statement
08:01:37 The Bellman Equation
08:19:25 What is Deep Learning
08:23:24 Why do we need Artificial Neuron
08:33:55 WHat is Tensorflow
08:43:50 Tensorflow Code Basics
08:55:45 What is Computational Graph
09:18:18 Limitation of a Single layer perception
09:25:54 Multi-layer Perceptron Use case
09:57:08 Data Scientist Resume
10:02:33 Data Science Interview Question & Answers

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📢📢 𝐓𝐨𝐩 𝟏𝟎 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 2023 𝐒𝐞𝐫𝐢𝐞𝐬 📢📢
⏩ NEW Top 10 Technologies To Learn In 2023 - https://youtu.be/udD_GQVDt5g


Got a question on the topic? Please share it in the comment section below and our experts will answer it for you.

Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐒𝐞𝐥𝐞𝐧𝐢𝐮𝐦 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠: https://www.edureka.co/seleniu....m-certification-trai code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
In this ‘Test Automation Strategy’ video by Edureka, you will learn about how to make test automation successful with a test automation strategy. Below topics are covered in this video:
Introduction to Automation Testing
Test Automation Strategy
Benefits of Test Automation Strategy

🔴 Subscribe to our channel to get video updates. Hit the subscribe button above: https://goo.gl/6ohpTV

🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

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Lecture by Professor Andrew Ng for Machine Learning (CS 229) in the Stanford Computer Science department. Professor Ng continues his lecture on learning theory by discussing VC dimension and model selection.

This course provides a broad introduction to machine learning and statistical pattern recognition. Topics include supervised learning, unsupervised learning, learning theory, reinforcement learning and adaptive control. Recent applications of machine learning, such as to robotic control, data mining, autonomous navigation, bioinformatics, speech recognition, and text and web data processing are also discussed.

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_At Fully Connected, the MLOps conference held by Weights & Biases, Peter Welinder discusses how OpenAI (developers of GPT-4 and DALL-E 2) uses Weights & Biases for model training, with an emphasis on sharing training runs, the ability to create reports, which different teams use heavily to document their hypotheses, experiments, and conclusions resulting in mini scientific papers that provide insights into the work being done at OpenAI._

*Transcript*

Lukas Biewald - Okay, and final question, since this is our user conference and you are such a high profile user of OpenAI, I'm curious if you could say a little bit about how OpenAI uses Weights & Biases and if you have a favorite feature or part of Weights & Biases, we'd love to know about that.

Peter Welinder - Yeah, I mean, we use it for pretty much all of our model training. So just tracking them, I think there's a lot of just sharing of the fact that you can easily share training runs and stuff like that. It's a super-used feature.

But I think one thing that these days I do way, way less of that sort of work. So one of the features I really like is the ability to have reports and so on where people... So we use that quite heavily.

It depends a little bit on the team, but a number of teams are using that quite heavily to kind of really have a clear hypothesis.

Here's the hypothesis.
Here are the experiments that were run to kind of validate or invalidate that hypothesis.
Here's the conclusion.

You have all these mini scientific papers, essentially, on all of the stuff that's happening at OpenAI, which is incredibly interesting to kind of follow along with.

Lukas Biewald - Fantastic. That sounds very interesting.

NEWSLETTER ✉️ http://DylanCurious.com
PATREON 💰 https://patreon.com/DylanCurious (Monthly Video Call)

Hey there, it's me Dylan Curious! Today, we're delving deep into the realm of AGI or artificial general intelligence. Picture this: your childhood toy, favorite video game character, or cartoon figure not just following programmed instructions, but actually thinking and creating on its own. Sounds like science fiction, right? That's AGI for you!

AGI isn't just a toy robot dancing in pre-set patterns. Imagine it inventing its dance moves, composing its own songs, and then asking for your thoughts on its creativity. Mind-blowing, isn't it? A huge shoutout to Casey Armstrong for his informative blog post that inspired some of this content.

Now, let's hear from the experts. Elon Musk, back in 2016, anticipated we'd see AGI in 5 to 10 years. Fast forward to today, 2023, and we're right in the heart of that prediction. On the other hand, Dr. Alan D. Thompson has this fascinating countdown on lifearchitect.ai, forecasting AGI’s debut in June 2026. With such technological advancements, it makes one wonder if we're months away from AGI, rather than years.

Speaking of big names, Mark Zuckerberg envisions a brighter and more optimistic AGI future. He dreams of open source AI enhancing sectors like healthcare and education. David Shapiro, based on a Morgan Stanley report, sees AGI as a game-changer for tech giants, with possibilities of AGI being actualized within 18 months!

Demis Hassabis from DeepMind believes we're on the cusp of achieving AGI in just a few years. Sam Altman of OpenAI anticipates AGI within a 10 to 20-year frame. Dario Amodei, CEO of Anthropic, estimates 2-3 years, underscoring the rapid advancements in the field. And then there's the visionary Ray Kurzweil, predicting AI surpassing the Turing test by 2029.

So, where do I stand in this AGI timeline? I believe we might have already touched the fringes of AGI. Perhaps AGI, in its true essence, would be recognized only when it's embodied, mimicking human-like traits. Dive into this rollercoaster journey of AGI with me, and let's unravel the future together.

Make sure to like, share, and subscribe for more AI insights and don't forget to hit that bell icon for updates!

CURIOUS FUTURE: @dylan_curious
↪ https://www.youtube.com/channe....l/UCpdyFxSktWo3W6kMY

CURIOUS PODCAST: @dontsweatitpod
↪ https://www.youtube.com/channe....l/UChChPrDzfifYB9Si1

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↪ https://www.youtube.com/channe....l/UCJ2Q3smwCLmbEDDA3

00:00 - What if Your Toy Could THINK? Exploring AGI!
00:39 - 7 AI-Experts Predicting Short AGI Timelines
00:56 - Elon Musk: What His Silence Tells Us About AGI
01:43 - Dr. Alan D. Thompson: AGI Countdown Predicts 2026
03:21 - Mark Zuckerberg: When Will Strong AI Arrive?
04:15 - David Shapiro: Is AGI Really Coming in October 2024?
05:08 - Demis Hassabis: Human-Level AI in a Few Years
06:37 - Sam Altman: Optimistic About AGI’s Near Future?
07:34 - Dario Amodei (CEO of Anthropic): AGI in 2-3 Years?
08:28 - Ray Kurzsweil: AGI in 2-3 Years?
09:22 - Dylan Curious: GPT-4: The AI with Human-Level Intelligence?

SOURCES:
https://www.linkedin.com/pulse..../7-ai-experts-predic
https://twitter.com/CrowdsourcingKC
https://www.youtube.com/watch?v=PJwcds_tiQo&ab_channel=DrAlanD.Thompson
https://lifearchitect.ai/agi/
https://www.youtube.com/watch?v=YXQ6OKSvzfc&ab_channel=DavidShapiro~AI
@DaveShap
https://www.cnbc.com/2023/08/1....4/nvidia-shares-up-7
https://www.youtube.com/watch?v=Gfr50f6ZBvo&ab_channel=LexFridman
https://abcnews.go.com/Technol....ogy/openai-ceo-sam-a
https://www.youtube.com/watch?v=Nlkk3glap_U&ab_channel=DwarkeshPatel
@DwarkeshPatel
https://www.youtube.com/watch?v=4GQrLjvudJ4&ab_channel=AIforGood
@AIforGood

WATCH THE FULL VIDEO ⤵
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Developers: Developers who want to integrate ChatGPT into their projects and create new AI applications can benefit from the course.

Data scientists: Data scientists who want to understand how ChatGPT can be used to process and analyze large amounts of data can also benefit from the course.

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📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka
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Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.

🔥Purdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=yWg5nhxRCpY&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=yWg5nhxRCpY&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Advanced Executive Program In Applied Generative AI - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=yWg5nhxRCpY&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.

00:00:00 - Introduction to Gen AI Full Course 2025
00:00:45 - What is Gen AI
00:11:24 - Roadmap Gen AI
01:16:27 - What is Machine Learning
01:23:26 - Deep Learning
01:24:50 - Introduction to LLM
01:47:32 - What are Gen AI Agents
02:24:34 - Agentic AI
03:21:06 - Machine Learning Tutorial
05:26:29 - Reinforcement Learning
05:42:34 - Deepseek r1
05:53:47 - Install Deepseek
06:44:30 - Hugging Face and its tutorial
06:52:47 - Search GPT
06:55:02 - Langchain
07:51:37 - Generative Adversarial Tutorial
09:21:57 - Introduction to agentic workflow
09:31:19 - What are Gans
09:32:20 - Transformers in AI
09:44:49 - LSTM
10:04:40 - CHatgpt analyse
10:15:36 - Openai sora
10:24:29 - LLM Benchmarkeing
10:39:53 - Open ai chatgpt o1 model
10:48:16 - Google Quantam AI
10:53:49 - Majorana
10:58:58 - Gen ai tools for job interview
12:59:19 - Deep learning Interview questions
13:05:13 - Claude 3 sonnet

✅ 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

#genai #generativeai #artificialintelligence #ai #machinelearning #llm #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, Hugging Face, Python, and more.

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
✅ Speech Recognition
✅ Statistics

Learning Path:
✅ Program Induction
✅ Programming Fundamentals
✅ Python for Data Science (IBM)
✅ Applied Data Science with Python
✅ Machine Learning
✅ Deep Learning with TensorFlow (IBM)
✅ Deep Learning Specialization
✅ Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ Advanced Generative AI
✅ Capstone
Electives:
✅ ADL & Computer Vision
✅ NLP and Speech Recognition

👉 Learn More At: https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=yWg5nhxRCpY&utm_medium=Description&utm_source=Youtube