Author: Anurag
11 Data Mining Algorithms
1. Regression & Classification Linear Multivariate Linear Logistic Softmax Vectorization Gradient Calculation Stochastic Gradient Descent (SGD) Optimizers and Objectives 2. Regularization Ridge regression 3. Clustering k – Means EM Algorithms...
Python Libraries for Data Science
Data Analysis – Machine Learning Pandas (data preparation) Pandas help you to carry out your entire data analysis workflow in Python without having to switch to a more domain specific...
Google Data Studio dashboarding and reporting tool
The new Dashboarding and reporting tool Google Data Studio which was launched in 2016 is now available for free for small business earlier it was limited to 5 data reports, now the limit...
Data Processing Command Line Tools
A series of operations on data, to retrieve, transform or classify information, Also the collection and manipulation of items of data to produce meaningful information are known as Data Processing, Some useful...
Twitter Trend Analysis Twitter API
Exploring trending topics on twitter using Twitter API in Python
K Nearest Neighbour & Logistic Regression: Iris Dataset
Predicting the Flower Species using K Nearest Neighbour & Logistic Regression on Iris Dataset
Linear Regression: Advertising Dataset
Machine Learning Model of advertising dataset using Linear Regression in Python
CAP Theorem: Big Data
When you’ll start working with NoSQL databases, sooner or later you come across CAP theorem, The theorem published by Eric Brewer in 2000, that describe any distributed system. In a distributed database system C...
NLTK – Natural Language Processing in Python
In our day-to-day life we generate a lot of data like tweets, facebook posts, comments, Blog posts, articles which are generally in our natural language and which falls in category...