@aniakubow

So much love for this incredible community! Hope you like this video

@minsupark9246

This lecture on vector embedding is undoubtedly one of the best I've encountered! Huge thanks to Ania and FCC! Kudos to you all!

@ClarkRuell

10:51 THIS is a 'golden nugget' right here: "The core advantage of vector embeddings..."  Such a great summation of exactly what an ai model really is. Thanks for such a fantastic video. I love it !

@VittorioLizzerri

Ania, that was freaking amazing! You simplified all the concepts without going too high-level and dumbing it down altogether. You told us what happens and showed us HOW they happen. I found this very informative and you answered so many questions I have been pondering. I'm not a developer or an AI person, I'm a network engineer. So, thank you... 

By the way, I used an embedding model to map your face, and the semantic engine returned the words "gorgeous," "lovely," "beautiful," etc... 🙂

@NAITIK-17-17

do you agree that this legendary channel is better than most paid courses for coding out there?

@I61void

Wow the instructor for this vid was actually amazing. I only clicked on it because It was 30 minutes long, having no real intention to actually learn and just have play in the background while I read a textbook for fizz. The instructor was phenomenal, I understood everything she said, every instruction was clear to follow although I only really know some JavaScript and cpp. I actually learned a few things. Before the video began like I said no real intentions of implementing this but since I actually learned and understood pretty much all of it I could see myself actually implementing it on some project and adding it to my resume. Would be cool. Thanks

@kangmoabel

Can we stop just for a moment and appreciate her!!! learned loads of thing from you!!! hats off 🎓🎓 ❤❤ love you from Ethiopia

@ActiveAndReactive

This girl is an ideal perfect educator!

@maddisoncore

Incredibly helpful !!  I love how thorough or concise the explanations were in the right time and place. Many thanks to the lovely instructor, Ania Kubow, and freeCodeCamp 😍🙏

@asutoshpanda7998

You're dazzling and wise, a true blend of grace and intellect.

@Lemure_Noah

Simply love this presentation! That vec math (King - man + woman = Queen)  just blow my mind!

@SpiritOfIndiaaa

Really great, she has great presentation skills , to the point which needed demos ...clarity in tone, content and body language...thanks a lot.

@Sanyat100

You really are one of the best teachers.

@ChameeraDedduwage

Wow. Probably the best lecture to meaningfully explain what vector embeddings are, and how cosine similarity works. Thank you very much!

@MaverickCoder-mz6hp

Nice introduction to vector embeddings with clear explanation. One of the best lecture/videos encountered on you tube related to this topic.

@MarcusNeufeldt

🎯 Key Takeaways for quick navigation:

00:00 📘 Anikubo's course covers vector embeddings using OpenAI's GPT-4.
01:49 🖥️ Vector embeddings transform various data types into numeric forms for algorithm processing.
06:12 📈 Numbers can represent complex data, and cosine similarity helps compare them.
08:04 🌐 Embeddings find applications in recommendation systems, NLP tasks, and more.
14:04 🛠️ LangChain, an open-source framework, enhances AI interactions, chaining models and data.
23:25 🛠️ The tutorial walks through setting up a Python environment and key scripting steps.
24:22 ⚙️ Essential packages and tools are installed for AI development.
33:17 🤖 The AI assistant, using vector-based search, fetches relevant documents from a database.

Made with HARPA AI

@andreyklepikov7084

You have a talent to deliver complex information in a very interesting manner! Waiting for more videos!

@nocopyrightgameplaystockvi231

Fun fact : GPT3 has vector embedding sizes of around 12,888 which is 100 times more than tiny models and 25 times more than normal NLP models.

@GuilhermeLuz_F

This is a masterclass!!! Thanks so much! Really appreciated!

@akinyemisodiq6885

dishing it out like piece of cake,