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100-days-of-ml-code

100 Days of ML Coding

100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

100-plus-python-programming-exercises-extended

100+ python programming exercise problem discussed ,explained and solved in different ways

3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

algorithms

:computer: Data Structures and Algorithms in Python

capstoneproject_house_prices_prediction

Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and statistical analysis. Applied ML algorithms such as Multiple Linear Regression, Ridge Regression and Lasso Regression in combination with cross validation. Performed parameter tuning, compared the test scores and suggested a best model to predict the final sale price of a house. Seaborn is used to plot graphs and scikit learn package is used for statistical analysis.

chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

cnn-projects

Projects involving convolutional neural networks.

cognitive-project

Deep learning and AI projects

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-science--cheat-sheet

Cheat Sheets

data-science-question-answer

A repo for data science related questions and answers

data-visualisation-libraries

A Repository consisting of various visualisation libraries and tools

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deformable-convnets

Deformable Convolutional Networks

endtoend---predictive-modeling-using-python

feature-selection-techniques

final_project

Analyze data for normality, multicolinearity, and outliers. Builds a basic linear regression model and calculates quality scores on the model.

hadooptutorial

kmeans

handson-ml

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

imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

learn-pandas

Tutorials on how to use pandas effectively to do data analysis

linear-discriminant-analysis

We used LDA in this project to expand the capabilities of our Logistic Regression Classifier in both Python and R

linear_regression

sample linear regression project

lstm_rnn_tutorials_with_demo

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

ml-02-multiplelinearregression

Multiple Linear Regression Project using Python

ml-workshop-3-of-4

Advanced Machine Learning with Scikit-learn part I

ml_class

code for my O'Reilly masterclass videos

mlinterview

:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

mysqltuner-perl

MySQLTuner is a script written in Perl that will assist you with your MySQL configuration and make recommendations for increased performance and stability.