ByteQuest
ByteQuest is a visual-first deep dive into the foundations of Artificial Intelligence and Machine Learning.
This channel focuses on explaining AI from first principles (including neural networks, deep learning architectures, optimization, mathematics, and core computer science concepts) in a clear and structured way.
If you want to understand how AI works behind the scenes (not just how to use it) this channel is for you.
Topics include:
• Neural Networks from scratch
• Deep Learning architectures (CNNs, ResNet, Transformers)
• Optimization and Regularization
• Linear Algebra and Calculus for ML
• Algorithms and Computational Foundations
Built for serious learners, engineers, and researchers.
New structured series coming soon.
ByteQuest
The next video will be on RNNs that will include, RNN intro, Backprop, Bidirectional RNNs, Deep RNNs, GRU and LSTM.
(It will take 4-5 days)
1 week ago | [YT] | 22
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ByteQuest
Uploaded a video after a long long time
https://youtu.be/nkls02-s3M8
4 weeks ago | [YT] | 2
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ByteQuest
Hey everyone 👋
I’ve uploaded only 1 video this past month because I’m preparing for an important exam. Things are a bit stressful right now, so I had to pause content for a while.
I’ll be back with regular uploads after 15 Feb.
Thanks a lot 🙏
4 weeks ago | [YT] | 8
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ByteQuest
Next Video is going to be on Convolutional Neural Networks. This will be a 24 Minute long and dense video containing things like, convolutions, paddings, strides, formulas, Convolutional Layers, Pooling layers, different types of filters, edge detection and blurring examples, CNN architecture, Receptive Fields and Dilation. all in one video. Coming in a few hours.
3 months ago | [YT] | 20
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ByteQuest
Has anyone used Google's Antigravity IDE?
It feels quite good as it is based on Vs code....feels like an AI embedded version of it.
3 months ago | [YT] | 11
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ByteQuest
The next video will be on Regularization, including:-
L1 and L2 Regularization
Dropout regularization
Data Augmentation
Early stopping
It's extremely difficult to record audio (on top of all the animations and maths) and then edit and enhance it......followed by editing the video..........but i think i will do it in a day or two.
5 months ago | [YT] | 10
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ByteQuest
The video on Neural Networks Under Production.......should i change the colors?
6 months ago | [YT] | 17
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ByteQuest
In the last 2 months, we've covered Machine Learning stuff. from Linear Regression to SVM to PCA.
Now i want to talk more about things like Neural Nets, Models, Backpropagation (which is amazing), Computer Vision and Others....
This time I've decided to include python codes as well...
The next video will likely be on Perceptron.
6 months ago | [YT] | 8
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ByteQuest
New Video On KMeans Clustering, will appreciate the feedback:-
https://youtu.be/3RAEwPiZkkw
6 months ago | [YT] | 5
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ByteQuest
It's funny that sometimes when someone asks something, i need to watch the video myself to reply with the answer.
Can't remember everything every time.
6 months ago | [YT] | 11
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