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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

basics-of-data-analytics

Learning materials for novice data science practitioners to grasp the basic tools of data analytics in Python.

building-your-image-caption-generator-using-deep-learning

car-plate-recognition

Cargate Project Implementation

classifai

:fire: One of the most comprehensive open-source data annotation platform.

classifai_image_retrieval

Collection of Jupyter Notebook scripts to retrieve annotated image from ClassifAI for presentation / quality checking

clean-code-python

:bathtub: Clean Code concepts adapted for Python

cocalc

CoCalc: Collaborative Calculation in the Cloud

cocalc-docker

Docker setup for running CoCalc as downloadable software on your own computer

cs231n.github.io

Public facing notes page

data-science-fundamentals

Data Science lab materials for CDLE

dataset-preparation

deployment-course-labs

facemaskdetector

forecasting-time-series-

Use ARIMA and LSTM to forecast sales in 1 year future

image-web-scraping-python

intro_to_pytorch

Certifai Training Labs Repository using PyTorch

jetbot-labs

CertifAI's Jetbot course Hands-on

learn-java-the-certifai-way

Fundamentals of Java with Apache Maven

mailboxdetection-workflow

markdown_readme

Markdown - you can mark up titles, lists, tables, etc., in a much cleaner, readable and accurate way if you do it with HTML.

mastering-tensorflow-1x

Mastering TensorFlow 1x, published by Packt

melanomadetector

DL4J machine learning model to predict chances of skin spotting are due to melanoma. Factors considered include the image itself, the source of the image from the patient's boday, and the patient's age and sex. Challenge link: https://www.kaggle.com/c/siim-isic-melanoma-classification/overview

mlops-zoomcamp

Free MLOps course from DataTalks.Club

modbus-master-slave-for-arduino

Modbus Master-Slave library for Arduino

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

practical-statistics-for-data-scientists

Code repository for O'Reilly book

python-image-processing-cookbook

rpa-ai-template

Contains use cases examples to showcase RPA with AI implementation

rpa-customer-satisfaction