Mark Keith
This channel contains all of the video tutorials I make for the classes I teach and any other students interested in the topics. Feel free to request particular examples and topics. Currently it contains examples of data analytics, Azure Machine Learning Studio, Tableau, SQL, database diagramming, ERD, VBA, HTML, CSS, Excel, statistics, and more.
You can see my academic research publications on Google Scholar here: https://scholar.google.com/citations?user=oo9iLzcAAAAJ&hl=en
Azure ML: Deploying Recommenders
Python Data Science: Automating Cleaning: Dropping Rows Versus Columns when Addressing Missing Data
Python Data Science: Automating Cleaning: Addressing Skewness with Math Transformations
Python Data Science: Automating Cleaning: Managing Outliers All-Features-At-Once DBSCAN clustering
Python Data Science: Automating Cleaning: Managing Outliers One-Feature-At-A-Time
Python Data Science: Automating Cleaning: Bin Low Count Categorical Groups
Python Data Science: Automating Cleaning: Parsing Dates
Python Data Science: Automating Cleaning: Data Wrangling: Empty, Single Value, Primary Key columns
Python Data Science: Automating EDA: Bivariate Relationships: Part 5: Add your functions to .py
Python Data Science: Automating EDA: Bivariate Relationships: Part 4: Including group comparisons
Python Data Science: Automating EDA: Bivariate Relationships: Part 3: Choosing the best correlation
Python Data Science: Automating EDA: Bivariate Relationships: Part 2: Visualizations
Python Data Science: Automating EDA: Bivariate Relationships: Part 1: Basic statistics summary
Python Data Science: Automating EDA: Univariate Statistics and Visualizations
API with headers in Python: Polygon.io stock market data
Tableau: Forecasting
Tableau: Building Dashboards
Tableau: Advanced Filtering Top and Bottom 10
Tableau: Line and Area Charts (data over time)
Таблица: Географическая карта
Tableau: Heatmaps, 2 dimensions
Tableau: Scatterplots, 2 measures
Tableau: Bar charts, 1 dimension and 1 measure
Tableau: Workspace Area
Tableau: подключение к данным Excel
Flowcharting loops, loop counters, kill switches (updated)
Data Retrieval: Scrape data from auto-scrolling websites
Python: Introduction to Google Colab
Python: MLR/OLS assumptions normality multicollinearity VIF
Python: MLR, OLS, standardization, normalization