Simplified videos on AI, LLMs, Natural Language Processing (NLP) and data analytics ๐Ÿ˜Ž
youtube.com/@analyticsCamp/videos?sub_confirmationโ€ฆ

NLP girl (PhD) turned AI educator and developer, teaching:
-- AI agents: agentic systems and workflows ๐Ÿค–
-- LLMs: How Large Language Models and neural networks work in Artificial Intelligence systems,
-- AI for business: AI automation and applications,
-- Generating passive income with programming and AI,
-- NLP: Using text processing machine learning methods to solve real-life problems,
-- Data science fun projects and ideas with Python and R,
And many more tips and tutorials

DM or email me for collab or sponsorship ๐Ÿ˜‰


Analytics Camp

I summarised the most important advancements in AI voice generation ( text to speech / TTS, voice cloning, voice design and translation) in 2025 in this video, along with what we should expect in AI voice / audio generation in 2026.
https://youtu.be/UavKSnCgjk0?si=WesH3...

I also discussed what I learned from building a ton of AI voice workflows and what I would do in these workflows in 2026 if I'd started over again. Let me know which model was your favourite one this year.

1 week ago | [YT] | 0

Analytics Camp

Watch Me Build The Perfect AI Voice with Maya1 | Emotional Voice Design Tutorial ๐Ÿ‘‰ https://youtu.be/naDDr_ABU4M

After a whole month of wrestling with my hardware/software issues, today I released the coolest voice design engineering with the Maya1 AI voice model; 100% free and open source, easy loading with 4bit quantisation optimised for low VRAM, full SNAC voice decoder explained, and a demo of a multi-turn, multi-speaker podcast-style AI conversation designed entirely with Maya1.

Don't forget to leave your comments below the video to help me design my next videos better. Thanks and happy watching :)

#AI #aivoicegeneration #texttospeech #maya1 #freeaivoice

2 weeks ago | [YT] | 4

Analytics Camp

Good news: Voice AI series is continuing! I'm working on a more comprehensive video about voice design with audio features & voice engineering. The aim is to include as many desired emotions and voice features as we need 'directly' inside the script with special tags and the model will engineer the EXACT voice we want, such as 'excitement', 'scream', 'curiosity', or even 'anger', besides many more emotional expressions.

What's more, we will see how we can 'describe' a speaker's voice with features such as 'podcast-style', 'professional', 'friendly voice', and 'low-pace', as well as defining accents (e.g., American, British, Middle Eastern, etc) and many more voice features to give our AI a realistic human-like voice!

If this is interesting, stay tuned, the video's coming soon :)

Meanwhile, if you haven't watched the previous two Voice AI videos, here's a quick playlist for both: www.youtube.com/playlist?list...

#AI #VoiceAI #VoiceGeneration #TextToSpeech

1 month ago | [YT] | 4

Analytics Camp

Around a month ago Kimi Team introduced Kimi Linear (& KDA Attention Mechanism). It seems it has the potential to replace traditional LLMs (Attention mechanism in Transformers). Some also believe it could make an LLM paradigm-shift. Honestly, its a bit heavy; the model is about 98GB; so I can make a video about it if this post gets enough likes (I don't know, maybe more than 20 likes!). Or just comment and let me know if you want a paper/architecture walk-through and/or a code tutorial.

Here's a simplified explanation of the paper in case you're interested: www.linkedin.com/feed/update/urn:li:activity:73944โ€ฆ

#LLMs #AI #transformers #attention #KimiLinear

1 month ago | [YT] | 6

Analytics Camp

I have included the two code tutorials about Text to Speech (TTS) and voice cloning in a playlist for your convenience ๐Ÿ‘‰ www.youtube.com/playlist?list...

I'm planning to publish more TTS and voice cloning videos using the latest and best free models. If you're interested in a similar topic, please let me know. Have a great rest of your day :)

#ai #tts #texttospeech #voiceai #voicecloning

1 month ago | [YT] | 9

Analytics Camp

Just in case you haven't noticed, I released an important tutorial video on Text-To-Speech (TTS) with free voice models from Kokoro. I show how to use certain voice/audio features to generate natural and realistic AI voices for even very long texts & multi-speaker, multi-lingual workflows. Here's the link, please leave your comments: https://youtu.be/nwELsTaELSM

#tts #ai #texttospeech #voiceai #freeaivoice

1 month ago | [YT] | 2

Analytics Camp

๐‡๐จ๐ฐ ๐ƒ๐ข๐ ๐‹๐š๐ง๐ ๐ฎ๐š๐ ๐ž ๐Œ๐จ๐๐ž๐ฅ๐ฌ ๐‚๐จ๐ฆ๐ž ๐“๐จ ๐“๐ก๐ข๐ฌ ๐๐จ๐ข๐ง๐ญ?
Trying to explain the history behind language models to non-technical viewers, I realised how mystifying language models seem to most people! This inspired me to create an explanation that absolutely anyone can understand - no background needed. The analogies will click even for your grandparents! If you've ever wondered what's actually happening inside these AI systems, this is for you ๐Ÿ‘‰ https://youtu.be/n_5spvz-2KI

#LanguageModels #AIexplained #Beginners #LLMs #AI

1 month ago | [YT] | 2

Analytics Camp

๐“๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ๐ž๐ซ๐ฌ ๐’๐ข๐ฆ๐ฉ๐ฅ๐ข๐Ÿ๐ข๐ž๐ ๐ข๐ง ๐Ÿ‘ ๐Œ๐ข๐ง!
Remember when Transformers seemed impossibly complex? I've broken down the core mechanism in just 3 minutes! After explaining this to others and seeing the "lightbulb moment" ๐Ÿ’ก, I've finally decided to make a simplified video about it too. Attention mechanisms don't have to be confusing! ๐Ÿ‘‰ https://youtu.be/6n-mOFlhbGI

#Transformers ##TransformerLLM #AttentionMechanism #AIbasics #LLMs

2 months ago | [YT] | 7

Analytics Camp

You might have noticed my new code tutorial video this Monday; this is a beginner-friendly text-to-speech (TTS) and voice cloning workflow with free models ๐Ÿ‘‰ https://youtu.be/XcAL34MEdMA

I had to take a longer break for this; not because itโ€™s a difficult topic, but because I needed to unwind from all the chaos of the world, all the wars and injustice that weโ€™ve been non-stop observing, right from our mobile screens every day. With all other responsibilities, itโ€™s easy to just quit. But I couldnโ€™t. I reminded myself that 2970 people believe in this channel; that they hope to see another video, or simply to be around. So thank you for sticking around.
Do you like to see more AI concept/paper explanation or AI code tutorials?

#ai #tts #voiceai #voicecloning

2 months ago | [YT] | 10

Analytics Camp

๐“๐ก๐ž ๐‚๐จ๐ง๐œ๐ž๐ฉ๐ญ ๐จ๐Ÿ ๐๐š๐œ๐ค๐ฉ๐ซ๐จ๐ฉ๐š๐ ๐š๐ญ๐ข๐จ๐ง ๐’๐ข๐ฆ๐ฉ๐ฅ๐ข๐Ÿ๐ข๐ž๐ ๐ข๐ง ๐Ÿ ๐Œ๐ข๐ง ๐•๐ข๐๐ž๐จ + ๐ƒ๐ž๐ญ๐š๐ข๐ฅ๐ž๐ ๐ฏ๐ข๐๐ž๐จ!
The concept that took some time to truly understand, now conceptually explained in just 2 minutes! This video gives you the intuition without drowning in maths - perfect for finally grasping how neural networks actually learn! ๐Ÿ‘‰ https://youtu.be/gyW5gQnsm3w

I have a more detailed video about the concept and the underlying mechanism of backprop too, so donโ€™t forget to check this one if you need more details: https://youtu.be/DiYzn2di7EE

#Backpropagation #NeuralNetworks #AIconcepts #AI

2 months ago | [YT] | 5