English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 185 lectures (29h 37m) | 12.3 GB
Get started with Tableau Desktop, Alteryx, Qlik Sense, and Python Pandas in this ultimate six-course bundle!
In this incredible-value, six-course bundle, learn and master the essential tools that can help turn your large complex data into meaningful visualizations that are easier to understand.
If you want to get started with data analytics and visualization software, then this Data Visualization Toolkit is a good place to begin. This bundle includes six full beginner and advanced courses in Tableau Desktop, Alteryx, Qlik Sense, and Python Pandas.
What’s included?
Tableau for Beginners:
- What Tableau is and the product suite
- What business intelligence is
- The Tableau interface and its major functions
- Which data structures are suitable for Tableau
- How Tableau reads and categorizes data
- Different data concepts and theory
- How to connect and manage data sources in Tableau
- How to navigate the Tableau workspace
- How to build a view and different chart types in Tableau
- How to create a dashboard in Tableau
- How to publish and share a workbook
- How to use calculated fields in Tableau
- How to use numeric, string, conditional, and analytical expressions/functions in Tableau
Introduction to Alteryx:
- Using Alteryx workflows to cut out repetitive tasks
- Building visual workflows in Alteryx
- How to make the most of ‘Favorite Tools’ as core Alteryx building blocks
- Filtering data in Alteryx
- Using the basic functions in Alteryx to match data
- How to dynamically rename datasets
- How to parse data in Alteryx
- Creating reports in Alteryx that run on demand
- Using the predictive tools in Alteryx to perform data analysis
- Building a k-centroid clustering model using Alteryx
- Creating a logistic regression in Alteryx
- Making a decision tree-based regression in Alteryx
- Constructing a random forest-based model
Getting Started in Qlik Sense:
- The difference between Qlik Sense and Qlik View
- How to load data in Qlik Sense
- How to create and upload apps in Qlik Sense
- All about the different charts and graphs available in Qlik Sense
- All about Tables and Pivot Tables in Qlik Sense
- How to create your analysis in the Story Telling tab
- About numeric and string functions in Qlik Sense
- How to use the date and time formatting functions
- How to use Conditional Functions
- How to combine tables using JOIN, KEEP and CONCATENATE
- How to use different charts and tables
- How to use the Qlik Sense Geo Analytics tools (maps)
Tableau Advanced:
- Parameters and sample use cases
- Level of Detail (LOD) expressions
- Working with groups and sets
- Use of spatial functions
- Advanced filters
- Table calculations
- How to add interactivity using actions
- Animating your visualizations
- Advanced Tableau charts—circular, sunburst, bump, funnel, candlestick, and Sankey charts
- Building geospatial dashboards and sales dashboards
- Creating dashboards that utilize radial charts
Alteryx Advanced:
- Using multiple files and Calgary
- Sampling data and using wild matches
- Data cleansing, manipulation, binning, and grouping
- Using RegEx (regular expressions) and parsing XML
- Working with In-Database
- Blending, selecting, and summarizing data
- Take your apps and macros to the next level
- Using iterative and batch macros
- Understanding app errors and conditions
- Customizing apps and macros
- All about Machine Learning and the Alteryx Intelligence Suite
Pandas for Beginners:
- An overview of Pandas
- Installing Pandas on your computer
- Using the two primary Pandas data structures, Series and DataFrame
- Viewing data imported from an external source
- Organizing input data using indexing and filtering
- Using Pandas for data preprocessing
- Addressing missing values and duplicate rows
- Formatting your data most efficiently
- Processing different data types
- Data manipulation using string functions
- Date and time formatting
Table of Contents
Tableau Beginner Introduction to Tableau
1 Course Introduction
2 WATCH ME Essential Information for a Successful Training Experience
3 DOWNLOAD ME Exercise Files
4 Tableau Introduction
5 Tableau Product Suite Introduction
6 Business Intelligence introduction
7 Exploring Tableau
8 Tableau Data Concepts
9 Connecting to Data Sources
10 Data Sources in Tableau
11 Tableau Workspace
12 Creating a New View
13 Using Multiple Data Sources
14 Exercise 1
Tableau Beginner Bringing Data to Life
15 Selecting a Chart Type Part 1
16 Selecting a Chart Type Part 2
17 Building a View Part 1
18 Building a View Part 2
19 Designing Callout Numbers and Tables
20 Histograms and Whisker Plots
21 Scatter Plot and Correlation Matrix
22 Spatial Charts
23 Creating a Dashboard
24 Presenting a Story
25 Publishing & Sharing a Workbook
26 Exercise 2
27 Exercise 3
Tableau Beginner Calculations and Expressions in Tableau
28 Using Expressions in Tableau
29 Numeric Expressions & Automatic Calculations
30 String Expressions
31 Conditional Expressions
32 Analytical Functions
33 Exercise 4
34 Exercise 5
Tableau Beginner Conclusion
35 Course Conclusion
Alteryx Beginner Introduction
36 Introduction
37 WATCH ME Essential Information for a Successful Training Experience
38 DOWNLOAD ME Course Instructor Files
39 Alteryx Essentials
40 Data Types 101
41 Components of Alteryx Workflow
42 Formatting Your Data
43 Basic Workflow Examples
Alteryx Beginner Data Blend & Prep
44 Data Filtering for Beginners
45 Intro to Blending Data
46 Grouping Data with Alteryx
47 Introduction to Basic Functions – Part 1
48 Introduction to Basic Functions – Part 2
49 Introduction to Basic Functions – Part 3
Alteryx Beginner Data Parsing
50 Basic Parsing Methods
51 Basic Parsing Methods with Dynamic Renaming
52 Basic Vlookup and Append
53 Working on Multiple Fields in Alteryx
54 Build an Alteryx Workflow
55 Basic Tips and Tricks
Alteryx Beginner Reporting
56 Alteryx Best Practices – Visualizing Data
57 Alteryx Best Practices – Visualizing Data with Texts and Charts
58 Alteryx Best Practices – Layouts and Rendering
Alteryx Beginner Analytic Apps
59 Introduction to Analytic Apps
60 Introduction to Macros
Alteryx Beginner Spatial Data Analysis
61 Intro to Data Analysis – Working Spatial Data
62 Intro to Data Analysis – Measuring Areas and Distance
63 Intro to Data Analysis – Working Spatial Objects
Alteryx Beginner Analytics
64 Introduction to Analytics
65 Introduction to K-Centroid Clustering
66 Introduction to K-Nearest Neighbor
67 Introduction to Market Basket Analysis
68 Introduction to Logistic Regression Analysis
69 Introduction to Linear Regression Analysis
70 Introduction to Tree-based Models Part 1
71 Introduction to Tree-based Models Part 2
Alteryx Beginner Course Close
72 Course Close
Qlik Sense Beginner Introduction
73 Introduction to the Course
74 WATCH ME Essential Information for a Successful Training Experience
75 DOWNLOAD ME Course Exercise and Instructor Files
76 What is Qlik Sense
77 Qlik Sense vs. QlikView
78 Different Versions of Qlik Sense
79 Exploring the Qlik Sense Interface
80 Loading Data Part 1
81 Loading Data Part 2
82 Creating & Loading Apps
83 Adding Your First Chart
84 Editing Your Visualization Part 1
85 Editing Your Visualization Part 2
86 Publishing and Sharing Apps
87 Exercise 01 Loading Data
Qlik Sense Beginner Beginners Guide to Visualization
88 Data Assets in Visualization Part 1
89 Data Assets in Visualization Part 2
90 Types of Charts & Graphs Part 1
91 Types of Charts & Graphs Part 2
92 Types of Charts & Graphs Part 3
93 Types of Charts & Graphs Part 4
94 Types of Charts & Graphs Part 5
95 Generating Insights and Analysis
96 Exercise 02 Build a chart
97 Exercise 03 Types of Charts and Graphs
Qlik Sense Beginner Scripting Basics
98 Aggregations
99 Functions & Expressions Part 1
100 Functions & Expressions Part 2
101 Date and Time Formatting
102 Conditional Functions
103 Data Load Script
104 Join, Keep, and Concatenate Prefixes
105 Set Analysis
106 Exercise 04 Numeric and String Functions
107 Exercise 05 Inner Join
Qlik Sense Beginner GeoAnalytics
108 Geo Analytics in Qlik Sense
Qlik Sense Beginner Course Conclusion
109 Qlik Sense Course Conclusion
Tableau Advanced Intro and Advanced Calculations & Functions
110 Welcome to the Course
111 WATCH ME Essential Information for a Successful Training Experience
112 DOWNLOAD ME Course Instructor Files
113 Advancing in Tableau
114 Parameters Part 1
115 Parameters Part 2
116 Level of Detail Expressions
117 Groups & Sets
118 Spatial Functions
119 Geospatial Charts Part 1
120 Geospatial Charts Part 2
121 Advanced Filters
122 Table Calculations
123 Table Calculations Examples
Tableau Advanced Improving Dashboards
124 Actions
125 Animating your Visualization
126 Advanced Tableau Charts Part 1
127 Advanced Tableau Charts Part 2
128 Advanced Tableau Charts Part 3
129 Visual Analytics Best Practices
130 Geospatial Dashboard
131 Marketing Dashboard Part 1
132 Marketing Dashboard Part 2
133 Sales Dashboard
Tableau Advanced Exercise & Conclusion
134 DOWNLOAD ME Course Exercise Files
135 Exercise 1
136 Exercise 2
137 Exercise 3
138 Exercise 4
139 Exercise 5
140 Ending video
Alteryx Advanced Data Cleansing & Manipulation
141 Introduction to the Course
142 WATCH ME Essential Information for a Successful Training Experience
143 DOWNLOAD ME Course Instructor Files
144 Using Multiple Files & Calgary
145 Sampling
146 Tiles & Binning
147 Cleaning
148 Wild Matches & Grouping
149 RegEx & Parsing XML
150 Gathering Numbers
Alteryx Advanced Working in Database
151 In-Database
152 Blending
153 Select & Summarize
Alteryx Advanced Apps & Macros
154 Level-up Your Apps & Macros Part 1
155 Level-up Your Apps & Macros Part 2
156 Batch Macros
157 App Errors & Conditions
158 App & Macro Customization
Alteryx Advanced Intelligence Suite
159 Machine Learning Part 1
160 Machine Learning Part 2
161 Machine Learning Part 3
162 Machine Learning Part 4
163 Machine Learning Part 5
Alteryx Advanced Exercises and Course Close
164 DOWNLOAD ME Course Exercise Files
165 Exercise 1
166 Exercise 2
167 Exercise 3
168 Exercise 4
169 Exercise 5
170 Ending Video
Python Pandas Introduction
171 Introduction to Pandas
172 WATCH ME Essential Information for a Successful Training Experience
173 DOWNLOAD ME Course Instructor Files
174 Pandas Installation
Python Pandas Pandas Objects
175 Introduction to Pandas Series
176 Introduction to Pandas Data Frame
177 Reading Data From Files
178 Selection and Filtering
Python Pandas Data Preprocessing
179 Handling Missing Values and Duplicates
180 DataFrame Manipulation
181 Data Transformation
Python Pandas Data Processing
182 Processing Numerical Format
183 Processing String Format
184 Processing DateTime Format
Python Pandas Data Visualization
185 Visualize Your Data
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