Discover mrzaizai2k/Big-data-the-fire-of-21-century Open Source

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mrzaizai2k

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My presentation at ICE2023 about Big data. Explore the vast realm of Big Data, uncovering its profound impact on politics, healthcare, and finance. Delve into challenges and solutions, unveiling the power and responsibility it holds.

License-Plate-Recognition-YOLOv7-and-CNN

This project is for the ultimate manner of identifying the License Plate. Combining YOLOv7 object detection, Hough transform alignment, and CNN character recognition

Jupyter Notebook

stock_price_4_fun

Mrzaizai2k Stock Assistant Bot: Your all-in-one stock analysis companion. Calculate payback time, find support/resistance, and receive market warnings.

Jupyter Notebook

VIETNAMESE_LICENSE_PLATE

The program for recognizing license plates in the parking lot, which was utilized for both 1 and 2 rows of Vietnamese license plates. Using the KNN algorithm and the OpenCV image processing library. Details Later, I'll provide an updated YouTube video.

Python

Automated-scoring-of-handwritten-test-papers

Extract handwritten information like name, student ID and then recognize them with CRNN-CTC-Attention. Using lexicon search on class list to help teacher on updating score faster

Python

Coughvid-19-CRNN-attention

Another project for classifying Covid and non-covid patients through cough sound. Using CRNN-Attention model with the sound data converted into image data

Jupyter Notebook

Teachable-Machine-with-python

How to make a simple AI project. Let's use Teachable Machine. Train a computer to recognize your own images, sounds, & poses. A fast, easy way to create machine learning models for your sites, apps, and more – no expertise or coding required

Python

Multi-handwritten-digit-recognition-CRNN-CTC-loss-

I have trained a simple model with CRNN + CTC loss for multi handwritten digit recognition.

Jupyter Notebook

multiple_time_series_multitask_learning

This is the tutorial for multiple time series with pytorch forecasting (multitask learning for both classfication and regression)

Jupyter Notebook

Boeing-stock-price-prediciton

Boeing stock price prediction based on the closed price with simple to complicated models like CNN, LSTM, CRNN....

Jupyter Notebook

Multi-digit-images-generator-MNIST-

a simple multi-digit generator for training model or so

Python

VN_stock_predict

Full for stock prediction

Jupyter Notebook

COVID-19-Cough-Classification-phase-1-

This project was made for classifying Covid and non-covid patients through cough sound. This is a non-invasive, inexpensive, and easy method so we can use that as the first filter

Jupyter Notebook

liveness_vit

Liveness detection using ViT model

Jupyter Notebook

face-recogtion-mlops

make the whole system for face recognition with the scale of over 300 cameras

Jupyter Notebook

Vietnamese_stocks_forecasting

The side project of what I learned: Data Analyst, multiple multivariate time series forecasting with Pytorch forecasting and MLOps

Jupyter Notebook

LLM-with-RAG

I just wanna build my own LLM with RAG

Jupyter Notebook

mrzaizai2k/Big-data-the-fire-of-21-century

mrzaizai2k

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