Wednesday, October 20, 2021
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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...