Browse our curated collection of 624 high-quality AI learning resources suited for entrepreneurs, creators, and beginners.
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How are technologies like ChatGPT created? And what does the future hold for AI language models?
This talk was filmed at the Royal Institution on 29th September 2023, in collaboration with The Alan Turing Institute.
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Generative AI refers to a type of artificial intelligence that involves creating new and original data or content. Unlike traditional AI models that rely on large datasets and algorithms to classify or predict outcomes, generative AI models are designed to learn the underlying patterns and structure of the data and generate novel outputs that mimic human creativity.
ChatGPT is perhaps the most well-known example, but the field is far larger and more varied than text generation. Other applications of generative AI include image and video synthesis, speech generation, music composition, and virtual reality.
In this lecture, Mirella Lapata will present an overview of this exciting—sometimes controversial—and rapidly evolving field.
Mirella Lapata is professor of natural language processing in the School of Informatics at the University of Edinburgh. Her research focuses on getting computers to understand, reason with, and generate natural language. She is the first recipient (2009) of the British Computer Society and Information Retrieval Specialist Group (BCS/IRSG) Karen Sparck Jones award and a Fellow of the Royal Society of Edinburgh, the ACL, and Academia Europaea.
00:00 Intro
2:38 Generative AI isn’t new – so what’s changed?
8:43 How did we get to ChatGPT?
12:38 How are Large Language Models created?
22:48 How good can a LLM become?
26:57 Unexpected effects of scaling up LLMs
28:05 How can ChatGPT meet the needs of humans?
32:30 Chat GPT demo
38:07 Are Language Models always right or fair?
40:21 The impact of LLMs on society
42:54 Is AI going to kill us all?
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In this video, we will explore both technical and non-technical career options available in the field of AI. We will discuss the skills and salaries required for each of these roles. Some free learning resources to learn these skills are mentioned in the video as well.
Part 2 of this video (AI career selection guide): https://youtu.be/bA_w1wnpRqs
AI Career PDF File: https://codebasics.io/resources/ai-career-opportunities
Data Science Roadmap: https://youtu.be/PFPt6PQNslE
AI Engineer Roadmap: https://youtu.be/MhCHrvfAXlc
Data Analyst Roadmap: https://youtu.be/bCLBdxfe57o
⭐️ Timestamps ⭐️
00:00 Introduction
00:50 Data Scientist
02:11 AI Engineer
04:24 NLP Engineer, CV Engineer
06:18 ML Ops Engineer
09:13 AI Product Manager
10:43 AI Ethics Executive
11:16 AI Sales Representative
Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.
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In this video I cover the 8 AI skills essential for thriving in 2025 as an AI generalist. I explain how mastering these skills can transform you into a powerhouse in any industry, making you adaptable and unstoppable in the AI-driven future. If you’re wanting to learn how to start and scale an AI Automation Agency (AAA) then these skills will be extremely valuable.
Timestamps:
0:00 - What We’re Covering
0:37 - Who am I?
1:09 - Survival of the Fittest
3:47 - Modern Day Survival
7:50 - The 4 Powers
8:30 - Power #1
10:07 - Skill #1
10:20 - Power #2
12:31 - Skill #2
12:40 - Skill #3
12:45- Skill #4
12:53 - Skill #5
13:12 - Power #3
14:59 - Skill #6
15:11 - Skill #7
15:36 - Power #4
17:21 - Skill #8
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Learn how you can start vibe coding with Flutter and Cursor AI.
I will show you here how to setup Cursor to create better code and many more.
AI is surprisingly good when you know to use it. And I give you everything here to get 10 times more productive using Flutter + Cursor.
====================
If you want to know more about ApparenceKit Flutter template
Check it here 👉 https://apparencekit.dev
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You can get the artwork featured in this video as a digital download on Etsy here: https://www.etsy.com/listing/1858057766/flow-state
Enter your flow state with this seamless blend of chillstep and synthwave, crafted for deep focus during coding sessions, studying, or creative projects. These immersive beats and atmospheric melodies are designed to help you stay in the zone, eliminate distractions, and power through your tasks with ease.
Perfect for late-night work, programming marathons, or moments when you need clarity and concentration, this playlist will keep you motivated and inspired. Let the combination of chillstep’s relaxing tones and synthwave’s retro-futuristic vibes guide your productivity.
If you enjoy this playlist, remember to like, comment, and subscribe for more music. Your support means the world!
Tracklist
0:00 Deep in Focus
3:19 Ethereal Flow
6:39 Pulse of Clarity
10:00 Boundless Focus
13:51 Calm Horizons
16:07 Clarity Cascade
20:07 Digital Calm
23:49 Evening Flow
27:27 Flow Patterns
30:27 Infinite Path
33:00 Harmonic Clarity
36:58 Lucid Beats
40:27 Luminous Thoughts
42:59 Momentum
46:02 Sonic Horizon
48:55 Still Momentum
51:27 Tranquil State
54:47 Waves of Productivity
57:37 Refined Energy
01:00:21 Zenith Flow
Tags:
#flowstate #chillstep #synthwave #codingmusic #focusbeats #deepfocus #productivitymusic #studymusic #workbeats #synthwavevibes #relaxingmusic #codingplaylist #electronicbeats #programmingmusic #codingsession #productivitymusic #chill #nolyrics #instrumental
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According to Y Combinator Vibe Coding is the future. I'm a YC bro, so... yeah. Prime has thoughts too. Enjoy I guess?
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ORIGINAL VIDS
https://www.youtube.com/watch?v=riyh_CIshTs
https://www.youtube.com/watch?v=IACHfKmZMr8
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S/O Ph4se0n3 for the awesome edit 🙏
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AI Engineer Roadmap 2023 !
#aiengineer #ai #softwaredeveloper #softwareengineer #programmingmemes #webdev #websitedesigner #ibm #python #artificialintelligence #promptengineering #technews #softwaredevelopment #webdevelopers #datascience #machinelearning #technologynews #techworld #freeproducts #reactjs #quantum #quantumcomputing #uidesigner #uiuxdesign #html #programming #css #javascript #aiart #quantummechanics
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Yes there are actually people listing vibe coding jobs, I know that sounds insane and it kind of is, but welcome to world of 2025 where people are programming with AI and have no engineering knowledge.
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#VibeCoding #AI #LLM #Coding #Programming
🎵 Ending music
Track: Debris & Jonth - Game Time [NCS Release]
Music provided by NoCopyrightSounds.
Watch: https://www.youtube.com/watch?v=yDTvvOTie0w
Free Download / Stream: http://ncs.io/GameTime
DISCLOSURE: Wherever possible I use referral links, which means if you click one of the links in this video or description and make a purchase I may receive a small commission or other compensation.
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