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About Course:

BISP is now offering an in-depth understanding of Data Visualization Including Machine Learning concepts using Tableau for Tableau developers and complete Tableau Server training for Tableau administrators. Training includes 30 hours of hands-on exposure to ensure that you are left will a feeling of being an expert at the Tableau tool usage. We have considered the industry requirement & devised the course to ensure that you have the practical exposure required to swim through the interviews with ease. The case studies explained towards the end will only reinforce the practice learning to make you complete to face the real world projects & problems which are solved using Tableau. The datasets chosen ensures that you learn every option completely. With a lot of industry connects you get to know the job opportunities which none would otherwise. This course will help you unlock new career opportunities and gain an edge over other analysts. Our course will help you understand architecture,


Duration : 30 hours

Fee: 319


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Who Should Learn?

Data Scientists, Business Intelligence Professionals, Testing Professionals Statisticians, Business Analysts, Project Managers Data Visual Analysts Functional Experts Graduates and Professionals looking to move to analytics domain

Prerequisite

Basic programing knowledge

Knowledge of database basics

Delivery Methodology

We are using an experiential delivering methodology that blends theoretical concepts with hands-on practical learning to ensure a holistic understanding of the subject or course.

Class Delivery

Live Interactive classes with expert

Training Calender

Date Time Type Attend
No Schedule Available
Contact Us

+91 769-409-5404

Includes
  • 24 hours on-demand video
  • Articles
  • Coding Exercises
  • Full lifetime access
  • Certificate of Completion

Curriculum

Data Visualization Including Machine Learning Concepts using Tableau

Data Visualization Including Machine Learning Concepts using Tableau

Course Objectives

Tableau is one of the most widely used data visualization, reporting, and business intelligence tools in the world and has regularly been ranked as a leader in the Gartner Magic Quadrant. Tableau is simple to use and has extensive visualization capabilities that make it the reporting tool of choice for enterprises around the world.

The Tableau training including machine learning concepts organized by BISP help on acquiring important skills you can use on the job such as using statistical tools and analytics, creating reports and dashboards, and mastering the many aspects of data visualization and it helps in clearing Tableau Desktop 10 Certification.

Course Outline

Introduction to Data Visualization with Tableau

  • What is Data Visualization?
  • Identify the prerequisites, goal, objectives, methodology, and Goal.

Architecture of Tableau

  • What is Tableau?
  • Features of Tableau.
  • Installation of Tableau Desktop.
  • The interface of Tableau(Layout/Toolbars/Data Pane/Analytics Pane etc).

Managing Data Sources

  • Connection to various data sources
  • Mysql Database connectivity and tables
  • ODBC and other sources connectivity

Introduction to Visual Analytics with Tableau.

  • Introduction to various charts
  • Bar Charts, Line Graphs, Pie Charts
  • Maps, Scatter Plots, Gantt Charts, Bubble Charts
  • Treemaps and Box-and-Whisker Plots

Deep dive into Visualization

  • Highlighting Tables, Heat Maps.
  • Circle Plots
  • Side By Sidebar charts, Dual Axis Charts, Area Charts.
  • Waterfall Charts, Bump Chart, Word Cloud Chart, Pareto Charts.
  • Multiple fields: continuous and discrete visualization

Data Organization and Scripting

  • Calculated Metrics, Apply Sorting on Dimension and Measures.
  • Calculating Total and Subtotals.
  • Various Aggregated measures, Percentages.
  • Data Spotlighting, Summary Card, Date and Time Functions.
  • Logical Functions.
  • Hierarchies, Groups, and Bins.
  • Prediction with extrapolation

Working with Time Dimension

  • Quick Table Calculations.
  • Custom Table Calculations,
  • YTD, Parallel Period, Moving Averages.
  • Running totals, Window Averages,
  • Trend Lines and Predictive Models

Data Incremental Loading and Data Blending

  • Data Blending from multiple source systems Creating Incremental Loads
  • Creating File Extractions, Parameters

Python: Environment Setup and Essentials

  • Python Environment Installation and Configuration.
  • Jupyter Notebook Installation
  • Jupyter Notebook Introduction
  • Variable Assignment
  • Basic Data Types: Integer, Float, String, None, and Boolean; Typecasting
  • Creating, accessing, and slicing tuples
  • Creating, accessing, and slicing lists
  • Creating, viewing, accessing, and modifying dicts
  • Creating and using operations on sets
  • Basic Operators: 'in', '+', '*'
  • Functions
  • Control Flow

Data Manipulation with Python (Pandas)

  • Introduction to Pandas
  • Data Structures
  • Series
  • DataFrame
  • Missing Values
  • Data Operations
  • Data Standardization
  • Pandas File Read and Write Support
  • SQL Operation

Machine Learning with Python (ScikitLearn)

  • Introduction to Machine Learning
  • Machine Learning Approach
  • How Supervised and Unsupervised Learning Models Work
  • Scikit-Learn
  • Supervised Learning Models - Linear Regression
  • K Nearest Neighbors (K-NN) Model
  • Unsupervised Learning Models: Clustering
  • Unsupervised Learning Models: Dimensionality Reduction
  • Model Persistence

Apply Machine learning concepts in Tableau

  • Linear Regression.
  • Clustering (K -Means)
  • Data Forecasting
  • Pearson correlation coefficient
  • Integrate Tableau with Python using Tabby server.

Tableau Server Comprehensive

  • Single Installer
  • Worker Installer
  • Authentication
  • Processes
  • Data Server
  • Create the First Admin User
  • Create Projects and Groups
  • Assign Permissions to Projects
  • Data Connections
  • Metadata management
  • Connecting to data with Data Server
  • Updating data sources

 

Use Case

Use Case 1

Certificate

Certificate
Benefits of Certificate

Certification demonstrates your dedication, motivation and technical knowledge on a specific platform. Having a certification shows that you not only possess comprehensive knowledge of that technology but you also care enough about your own career to spend the time and money to get the certification.

We are welcoming our Students or professionals to participate in our professional online courses. We are offering great variety of online training programs and professional courses that you can always find as desired. After the completion of training program they will receive a certificate from BISP. As a Certified professional you can apply that knowledge in your future profession and enjoy with better salaries & career prospects.

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