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Balaji Janarthanam's Projects

10-steps-to-become-a-data-scientist icon 10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

lightfm icon lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

linear-vs-non-linear icon linear-vs-non-linear

For the notebook related to the paper with Peter van der Putten, Benjamin Strang and Frank Hutter

mlops icon mlops

Modular and minimalistic MLOps recipes

scikit-optimize icon scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

text-summarizer icon text-summarizer

Understand Text Summarization and create your own summarizer in python

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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