Home Blog
RandomForest Regression model for predicting US 10 year Treasury Bond Prices using Macroeconomic Data
Building a #datascience #machinelearning #algorithm is relatively simple.
8 lines of #python code.
It's...
DataWisdomX – Data Science course – Introductory videos to all lectures
Please check out the introduction video playlist on youtube to all lectures. It will give you an idea about what is being...
Data Science – End 2 End Beginners Course Part 1 – Machine Learning and...
Announcing the launch of our online course on Udemy and other online platforms.
https://youtu.be/ZacHdseW00A
RoboAdvisor Algo – Part 1 ...
Overall - build a RoboAdvisor algo that can automatically construct
and re-balance a multi-asset portfolio using forward predicted asset prices for
different timeframesCreate a...
KDnuggets – Top Data Science, Machine Learning Methods Used, 2018/2019
Very interesting post by KDnuggets on machine learning methods being used. Lot of increase in usage for deep learning neural network algorithms....
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.
Geoffrey Hinton, Father of Deep Learning, research articles page
http://www.cs.toronto.edu/~hinton/papers.html
One of his earlier articles written in 1986!Learning internal representations by error propagation. http://www.cs.toronto.edu/~hinton/absps/pdp8.pdf
Another one...
Useful websites for Data Science
https://www.kdnuggets.com/
https://towardsdatascience.com/
https://machinelearningmastery.com/start-here/
https://www.analyticsvidhya.com/
https://www.kaggle.com/
https://www.datacamp.com/community/data-science-cheatsheets
Top Free Books for Data Science Basics
There are a large no of free books available online to learn the basics of data science. Very good to start with...
Applying NLP algorithms to Predict US Fed Fund Rate Decision
Objective
Observe and
improve the results of applying NLP algorithms on FOMC meeting minutes to predict
Fed Fund rate decision (hike,...
Predict Monthly Asset Price & Direction using Macroeconomic Data
Legal Disclaimer – This research is not an
investment advisory or a sales pitch.
Objective
Predict monthly...
Monthly Asset price relationship to Macroeconomic Data
Legal Disclaimer – This research is not an
investment advisory or a sales pitch.
Objective
Identify the...
Daily Currency Price prediction using Daily Macroeconomic Data by applying Regression (Random Forest, SVR,...
Objective
Observe and
improve the results of running regression algorithms (Random Forest Regression,
Support Vector Regression, Artificial Neural Networks) on daily...
First image of a Black Hole built using Python
First M87 Event Horizon Telescope Results. III. Data Processing and Calibration
Abstract
We present the...
