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dbreddyai's Projects

chatbot-using-machine-learning-and-flask icon chatbot-using-machine-learning-and-flask

It is a Python project that that generates automated responses to a user’s input. It uses a selection of machine learning algorithms to produce different types of responses.

clustering-using-rfm-variables icon clustering-using-rfm-variables

Create customer segments by understanding their purchase behavior for an online retail business.Feature Engineering is performed to create significant variables for the clusters.

creditapp icon creditapp

Example of machine learning model deployed as API with Flask and Docker

cuckoo_report_analyzer icon cuckoo_report_analyzer

Sebuah analyzer untuk menentukan serbuah executable adalah malware(Windows based malware) atau bukan berdasarkan API calls sequence yang didapat dari report Cuckoo Sandbox, berdasarkan SIMILARITY dengan malware API sequence dataset.

data-analysis icon data-analysis

💚 Repo for work related to DS 1.1: Data Analysis. 'CLASSWORK' contains notes and in-class work. 'PROJECTS' contains longer assignments.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dataeng-webdeploy icon dataeng-webdeploy

Creates ETL pipelines for text data. Performs machine learning on text data to categorize text messages received in disasters. Deploys model to a webapp.

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