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Category: Data Science

Data Science / Python

Plotting Tutorial in Python with Matplolib.pyplot – Part 1

kindsonthegeniusby kindsonthegeniusAugust 7, 2019September 10, 20202

In this practical lesson, I would teach you how to plot in Python. You will learn about plotting in Python with Matplotlib.pyplot. So, we’ll cover …

Data Science / Machine Learning / Python

From Programmer to Data Scientist – 5 Steps

kindsonthegeniusby kindsonthegeniusJuly 31, 2019September 9, 20200

If you are a programmer, then I have some good news for you! This applies if you are a Software/Application Developer or Engineer. As you …

How to Perform Linear Regression in Python and R( Similar Results)
Data Science

How to Perform Linear Regression in Python and R( Similar Results)

kindsonthegeniusby kindsonthegeniusJuly 22, 2019October 5, 20201

In this short lesson, I would teach you how to perform linear regression in Python and R. It’s quite easy. But the interesting thing is …

Data Science / Machine Learning

Data Science and Machine Learning in Python and R – Course Outline(August 1, 2019)

kindsonthegeniusby kindsonthegeniusJuly 16, 2019September 9, 20203

This course kicks off August 1, 2019. It will run for 6 to 8 weeks. Download Course Outline in Excel You will find much practicals …

Data Science / Machine Learning

Basics of Receiver Operating Characteristics (ROC) Curve

kindsonthegeniusby kindsonthegeniusMay 25, 2019September 10, 20200

A Receiver Operating Characteristics (ROC) Curve is used to describe the trade-off between correct classifications and wrong classifications. The ROC curve displays a plot of …

Data Science / Machine Learning / Quizzes

Data Science Questions and Answers (Questions 1 to 10)

kindsonthegeniusby kindsonthegeniusMay 20, 2019September 9, 20201

I’m providing set to data science question and answers. The answers would be clear and brief for anyone to understand no matter your field. However, …

Data Science / PCA and Dimensionality Reduction

Basics of Factor Analysis for Data Scientists

kindsonthegeniusby kindsonthegeniusMay 15, 2019September 9, 20202

This tutorial would cover Exploratory Factor Analysis. We would cover the following sub-topics: What is Factor Analysis(FA) Difference between Exploratory FA and Confirmatory FA Application …

Data Science

What is Likelihood Function in Data Science and Machine Learning?

kindsonthegeniusby kindsonthegeniusMay 15, 2019September 10, 20201

I will try to explain Likelihood Function in very clear and simple terms. Likelihood Function in Machine Learning and Data Science is the joint probability …

Data Science / Probability Theory

Basics of Bayesian Inference

kindsonthegeniusby kindsonthegeniusMay 14, 2019September 10, 20200

Bayesian Inference is simply a way of making statistical inference by applying Bayes’ Theorem. Assuming there is a particular hypothesis H. Let the probability of …

Machine Learning 101 / Regression

Machine Learning 101 – Multiple Linear Regression

kindsonthegeniusby kindsonthegeniusApril 25, 2019September 10, 20200

You already know of Simple Linear Regression. You also know of Logistic Regression. Now we would discuss Multiple Linear Regression. This is a case where …

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