Amarnath Swamy's repositories
dataengineering
practice data engineering
weekly_alteryx_challenges
Weekly Alteryx Challenge Submissions
data_manipulation_in_pandas
Quick data manipulation excercises in Pandas
DPhi_MachineLearning_Problems
Submissions to DPHI ML Problems
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.
pyspark_with_superstore_dataset
learning pyspark with superstore dataset
analysis_of_concrete_data_with_different_models
simple linear regression, multiple linear regression, suppor vector machines (kernel = linear, rbf, sigmoid)
bike_sharing_prediction_using_random_forests
Fitting a Decision Tree (Random Forests) model on hourly data of Bike Sharing dataset to predict the count
brunel_vizualization_in_python
Some examples in Brunel visualization library using python
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
california_housing_data_analysis
eda, machine learning
Coursera_Capstone
Coursera IBM Data Science Capstone Project
Spark-The-Definitive-Guide
Spark: The Definitive Guide's Code Repository
fuel_economy_eda-
fuel economy data analysis using pandas
prescriptive_modelling_cplex_with_python
Prescriptive modelling examples with IBM doCPLEX API in Jupyter notebook
pyspark
spark examples using pyspark API
ibm_spss_modeler_examples
spss modeler examples of different machine learning and/or data mining models
docplex-examples
These samples demonstrate how to use the DOcplex library to model and solve optimization problems.
migration_to_canada_analysis
exploratory data analysis using matplotlib, jupyter, python, pandas, numpy, seaborn
deeplearning_with_tensorflow
deep learning, tensorflow, neural nets, CNN, RNN, autoencoders, RBM
developerworks_ibm_stream_analytics_with_python_api
ibm, streams, python, jupyter, matplotlib
data_mining
learning data mining with python
game_of_thrones_data_analysis
game of thrones data analysis
r101
practice notebooks for R101 course on website : cognitiveclass.ai