Building Recommender System in Spark : Alternating Least Squares Algorithm
[Read More]
A Tutorial on Spark in Python Using Pyspark
RDDs and DataFrames
A Tutorial on Spark in Python Using Pyspark
[Read More]
Building Recommender Systems For Retail Marketing
Matrix-factorization,Collaborative Filtering, Singular Value Decomposition
[Read More]
Pothole Detection With Machine Learning
Visualization with ggplot Extensions
Introduction
Our goal is to predict the depth and size of a pothole based on features collecting by vehicle running over potholes such as vehicle speed,acceleration ,direction ect. The number of distinct labels Label_Combined B1,..B5 represents various increasing size and depth of potholes.
[Read More]
Working with Python in R
python + Rstudio
Introduction Python and R are the most popular machine learning languages. Jupiter notebooks are the most popular platform for python users to write up and run code. Rmarkdown can also be used for this same purpose. The choice of which of these two largely depends on your goals, interest and...
[Read More]