IndusAgentAI

Code 04/24/2019

Daily Currency Price prediction using Daily Macroeconomic Data by applying Regression (Random Forest, SVR, ANN) Algorithms – Results Summary

Objective Observe and improve the results of running regression algorithms (Random Forest Regression, Support Vector Regression, Artificial Neural Networks) on…

Research Papers 04/11/2019

First image of a Black Hole built using Python

First M87 Event Horizon Telescope Results. III. Data Processing and Calibration Abstract We present the calibration and reduction of Event…

Featured 04/06/2019

ML Map – Choosing the right algorithm for your problem

Often the hardest part of solving a machine learning problem can be finding the right estimator (algorithm) for the job.…

Code 04/06/2019

Pandas for Data Wrangling – tutorial, cheat sheet

Pandas is a powerful python library for data manipulation. It requires limited query level optimisation as its functions can perform…

Data Wrangling 04/06/2019

Data Wrangling – preprocessing

Data Wrangling(preprocessing, prep, etc) is the most important and time consuming part of any data science project. Depending on the…

Libraries 04/05/2019

Open source Data science libraries – AI, ML, NLP

Scikit-learn is a free software machine learning library for the Python programming language. It features various classification, regression and clustering…

Toolkit 04/05/2019

Open source Data science Tools – Anaconda, Spyder, Python

The open-source Anaconda Distribution is the easiest way to perform Python/R data science and machine learning on Linux, Windows, and Mac…

Courses 04/05/2019

Youtube – MIT OpenCourseWare – Statistics lecture series

MIT 18.650 Statistics for Applications, Fall 2016 View the complete course: http://ocw.mit.edu/18-650F16 Instructor: Philippe Rigollet This course offers an in-depth…