Curated Video
Fundamentals of Neural Networks - Cross-Entropy Loss Function
This video explains the cross-entropy function, which is designed under the assumption that the variable you are trying to predict is binary. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in...
Curated Video
Fundamentals of Neural Networks - Activation Function
This video explains the role of the activation function, which is an interesting phenomenon in the design of neural networks. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This...
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Fundamentals of Neural Networks - Forward Propagation
This video explains forward propagation and will dive deeper into the architecture of neural networks. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This section explains...
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Fundamentals of Neural Networks - Welcome Message
This video explains the need for taking up the course and introduces you to the author. This clip is from the chapter "Welcome" of the series "Fundamentals in Neural Networks".This section introduces you to the course and the course...
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Sales Dashboard
You will learn how to create a sales dashboard from the sales dataset of an automotive company.
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Geospatial Dashboard
In this video, you will learn how to create a geospatial dashboard containing a dataset containing a digitized paper location from World War II.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Advanced Tableau Charts Part 2
This is a continuation of the previous chapter regarding advanced tableau charts, including horizontal and stacked bars, side-by-side bars, line and dual-line charts, and area charts. We will look at a Sankey diagram in detail.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Animating Your Visualization
In this video, you will learn about animating visualizations. You will learn to use the pre-attentive attribute of motion to make users understand the date of an underlying visualization.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Geospatial Charts Part 2
Continuing on the examples of geospatial charts, we will use the places of worship in the US Excel sheet and create a map chart in layers.
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Geospatial Charts Part 1
After learning about spatial functions, we will try to apply the geospatial functions learned from the previous lesson. We will use the San Francisco Flight Excel file.
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Spatial Functions
This video will explain spatial functions and how we can perform spatial analysis. We will also combine spatial files in other formats and read spatial files such as Shapefiles, MapInfo, TopoJSON, and so on.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Level of Detail Expressions
In this video, we will look at the level of detail expression, which alters how specific or broad a visualization can be, the levels of granularity that it controls, and apply aggregations to the current visualization.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Numeric Expressions and Automatic Calculations
You will learn about numeric and automatic expressions that we currently have in our datasets. You will learn to use calculated fields to create new calculations and functions.
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Using Expressions in Tableau
In this lesson, you will learn to use expressions and aggregation in Tableau, forming individual data into a cluster group on specific measurements.
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Spatial Charts
In this video, we will understand spatial data, which provides us with a better understanding of populations, communities, or anything with geographical information and how it is affected by a variable.
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Scatter Plot and Correlation Matrix
Here, we will understand correlation, the statistical method of finding relationships between two or more variables, and create a scatter plot.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Histograms and Whisker Plots
Let's learn about a chart that is instantly recognizable to data scientists and statisticians: the distribution chart.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Designing Callout Numbers and Tables
This video will look at using numbers and tables in tabular form. We will look at the options of Tableau to classify data into tables or lists of values, similar to a spreadsheet.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Tableau Workspace
We will look at the main interface for creating the data visualizations and analyses, the Tableau workspace.
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Data Sources in Tableau
Here, you will learn to create a data source connection to utilize the data source page. We will also look at the features it offers for data visualization.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Advancing in Tableau
This video will look at its simplified interface's powerful functionalities, such as advanced calculations, subsets, spatial processes, and various visualizations.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Building a View Part 1
Let's learn about the bar mark to create horizontal or vertical bars for comparison, ranking, and distribution and elevate this type of mark to visualize the data. You will learn to create a simple bar chart.
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Selecting a Chart Type Part 1
In this video, you will learn to choose the correct chart type to visualize our data efficiently and correctly.
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Tableau Data Concepts
Understanding data concepts and structure is vital to working with the Tableau platform. You will learn the data types used in Tableau.