Twelve types of Artificial Intelligence (AI) problems
Background – How many cats does it take to identify a Cat? In this article, I cover the 12 types of AI problems i.e. I address the question : in which scenarios should...
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5 ways to improve the model accuracy of Machine Learning
Today we are into digital age, every business is using big data and machine learning to effectively target users with messaging in a language they really understand and p...
Time Series Analysis With Generalized Additive Models
This article comes from Algobeans Layman tutorials in analytics. Whenever you spot a trend plotted against time, you would be looking at a time series. The de facto ch...
Deep Learning Cheat Sheet (using Python Libraries)
We added one new cheat sheet to our list of data science cheat sheets: Deep Learning Cheat Sheet (using Python Libraries) Previous entries include: PySpark Cheat Sheet: S...
Blockchain Basics
Let’s understand ledgers which form the basis of blockchain implementation. A ledger is a document which records summarized financial information as debits and credits,...
Global Cyber Security Market Worth Over $150 Billion by 2021
Global Cyber Security Market – Overview Cyber Security market is expected to grow with the CAGR of ~8% – 11% during 2016 to 2021, owed to which it is predictable ...
Deep Learning Cheat Sheet (using Python Libraries)
This cheat sheet was produced by DataCamp, and it is based on the Keras library..Keras is an easy-to-use and powerful library for Theano and TensorFlow that provides a h...
18 Great Blogs Posted in the last 12 Months
This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published. These articles are at least 6 mont...
Re-thinking Enterprise business processes using Augmented Intelligence
In the 1990s, there was a popular book called Re-engineering the Corporation. Looking back now, Re-engineering certainly has had a mixed success – but it did have an im...
Which machine learning algorithm should I use?
By Hui Li, Principal Staff Scientist, Data Science, at SAS. A typical question asked by a beginner, when facing a wide variety of machine learning algorithms, is “which...