Blogs - vaishalilambe

Statistics - Distribution

Statistics - Distribution

Covered three types - Binomial, Poisson and Normal

Data Visualization - Tableau

Data Visualization - Tableau

Exploring data visualization tool Tableau

Data Science Algorithms: Random Forest

Data Science Algorithms: Random Forest

Used for both classification as well as regression

Data Science Algorithms: Decision Trees

Data Science Algorithms: Decision Trees

Supervised machine learning algorithm for classification and regression

Statistics - Maximum Likelihood Estimation

Statistics - Maximum Likelihood Estimation

Information about MLE and its advantages - disadvantages

Data Visualization using Python - Plotly and Bokeh

Data Visualization using Python - Plotly and Bokeh

Plotly and Bokeh, two more important libraries

Data Science Algorithms: Logistic Regression

Data Science Algorithms: Logistic Regression

Data Visualization using Python - Matplotlib and Seaborn

Data Visualization using Python - Matplotlib and Seaborn

Two important libraries are explored here

Data Science Algorithms: Multiple Linear Regression

Data Science Algorithms: Multiple Linear Regression

A regression algorithm [supervised learning]

Data Science Algorithms: Simple Linear Regression

Data Science Algorithms: Simple Linear Regression

A regression algorithm [supervised learning]

Data Science Algorithms : Naive Bayes

Data Science Algorithms : Naive Bayes

A classification algorithm (supervised learning)

Statistics - Markov Chain Monto Carlo Methods

Statistics - Markov Chain Monto Carlo Methods

a class of algorithms for sampling from a probability distribution

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