Building a #datascience #machinelearning #algorithm is relatively simple. 8 lines of #python code. It's the other process steps that require most of the work - problem definition, #datawrangling, model selection, #optimization, deployment,…
Please check out the introduction video playlist on youtube to all lectures. It will give you an idea about what is being taught in the course and help you decide whether you…
Announcing the launch of our online course on Udemy and other online platforms. https://youtu.be/ZacHdseW00A Udemy course link is - https://www.udemy.com/course/datascience-e2e-beginnerscourse-machinelearning-dataanalytics/learn/lecture/25000096#overview Data Science is a multi-disciplinary profession which requires a combination of 3…
Very interesting post by KDnuggets on machine learning methods being used. Lot of increase in usage for deep learning neural network algorithms. Regression, Decision Trees and Random Forest are still amongst the…
Often the hardest part of solving a machine learning problem can be finding the right estimator (algorithm) for the job. Different estimators are better suited for different types of data and different…
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 of his earlier articles, very interesting and written in 1992. How neural networks learn from experience. http://www.cs.toronto.edu/~hinton/absps/sciam92.pdf
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
There are a large no of free books available online to learn the basics of data science. Very good to start with before considering more advanced books. Some books for covering the…
Objective Observe and improve the results of applying NLP algorithms on FOMC meeting minutes to predict Fed Fund rate decision (hike, no hike, cut). Data and variations Fed FOMC meeting minutes for…
