Day 19: Univariate Analysis_Histograms KDE Plots and Rug plots

Today, what about if we start with charts, more specifically histograms, kde Plots and Rug Plots./ With Today's video we are goind to talk about univariate...

Day 18: Naive Bayes Classsifier in Azure Notebooks and Python

And to finalize this section of the videos, lets do naive bayes classifier using some functions from the scikit library. You will enjoy predicting results with...

Day 17: Bayers Theorem in Machine Learning - Python - Azure

Bayers theorem is one of the most useful theorem applied to Machine Learning. Lets talk about the basics today and then we can put in practice:...

Day 16: Regression With Multivariate Data using SciKitLearn , Python, Azure

Today we are going to talk about regression, but instead of 2 variables, more than this, its really straightforward. I hope you enjoy it: https://www....

Day 15: Simple Regression Bivariate Data using Python and Azure Notebooks

Day 15.... and I am planning at least 100 more videos, the exciting stuff about ML, AI and related techs is that there is so much...

Day 14: Bivariate Analysis with Python, pandas, seaborn and matplotlib in Azure ML

This is a nice video where we finally start seeing some visuals, plotting or charting is part of the daily job for a datascientist, yes we...

Day 13 Descriptive Statistics Using Numpy Pandas And Statsmodels Part 2 - Some plots

To end with this little section, lets talk about skewness , kurtosis and lets start learning how to use matplotlib in plot some charts and analyze our...

Day 12 Descriptive Statistics Using Numpy Pandas And Statsmodels

Last video we learnt how to use python and calculate manually descriptive statistics, however there are several libraries that can be used to do that faster...

Day 11 Descriptive Statistics Using Python in Azure Notebooks

And finally we start coding, in this video we show how to manually calculate the descriptive statics values that we will need for upcoming videos. However,...

Day 10: Introduction to Azure Notebooks

Its time for the fun part to begin, I know the last 9 videos have been about theory and you want to code in python, in...

Day 8: Covariance and correlation

Now that we understand variance, let's move on to understanding covariance and correlation. These are important statistics that we use to describe bivariate and multivariate data....

Day 6: Measures of central tendency in Azure ML

Today is video number 6 of this great series. We will learn today about Measures of central tendency in descriptive statistics. Things like mean, variance, mode,...

Day 5: Introduction to descriptive statistics for Azure Machine Learning

Today we are going to start talking about Statistics, descriptive statistics to be exact. During this video there is no coding at all, and probably for...

Day 4: Training an ML Classifier with Python and Azure ML

Today we are going to train for the first time a classifier, this is probably the easiest training model out there, based on our knowledge built...

Day 3: Handling Outliers with Python in Azure Machine Learning

On this video we will learn how to handle outliers, but what are Outliers, for beginners this might be a new concept. Basically outliers are data...