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Alok Yadav's Projects

machine-learning icon machine-learning

Putting thought and effort into constructing a well rounded portfolio of Data Science projects.

machine-learning-in-r icon machine-learning-in-r

Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

machine-learning-workflow-with-python icon machine-learning-workflow-with-python

This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation

machinelearning_smartmeteranalytics icon machinelearning_smartmeteranalytics

Master Thesis for Energy Engineering #Python. This repository contains codes developed in Python which deals with smart meter analytics. Building consumption dataset from Pecan Street Dataport was obtained along with temperature and irradiance data. The dataset was used to build machine learning models using linear regression, random forest deicision tree, Neural networks and Support vector machines. This repository is still immature. More notebooks will being added and updated in the future.

master-thesis icon master-thesis

All Code of my Master Thesis about Machine Learning and Deep Learning

maths-for-ml icon maths-for-ml

Notes and solutions for the Mathematics for Machine Learning Specialization

microsoft-ai-course icon microsoft-ai-course

My pathway through the Microsoft Professional Program in Artificial Intelligence. (self-audited)

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