Data Science using Tableu

Deskripsi

Visualisasi data adalah bagian penting dari Data Science terutama saat bersentuhan dengan analisis deskriptifDengan visualisasi data kita bisa membaca dan menganalisis data dalam bentuk visual untuk kemudian diambil value atau insight dari data dengan mudah.

Salah satu software dalam melakukan simulasi data adalah tableau, selain itu Tableau merupakan business intelligence yang tidak diragukan lagi kemampuannya. Tableau merupakan platform analisis data masa kini yang memberikan kemudahan bagi pengguna. Tableau dapat menampilkan dashboard interaktif, responsif, dan fitur analisis data real-time.

Tujuan

Setelah mengikuti pelatihan tersebut, peserta akan mampu :

  • Mampu membuat Data Visualization dengan
  • Mengenalkan penggunaan Tableu untuk Business Intellegence
  • Mampu membuat charts dan graph dengan Tableau
  • Mampu menganalisis manipulasi data dengan Tableau

Target Peserta

Kelas ini untuk siapa saja yang terlibat dalam proyek, produk, atau pekerjaan IT yang secara aktif mempertimbangkan layanan data, seperti :

  • Software Engineers and Team Leads
  • Project Managers
  • Business Analysts
  • DBAs and Data Engineering teams
  • Business Customers
  • System Analysts

Syarat

Memiliki pengetahuan mendasar tentang jaringan komputer.

Modul 1 How to get started

  • Welcome What is Tableau & Course Overview
  • Installation

Modul 2 Tableau Basics : Your first bar chart

  • The Business Challenge – Who Gets the Annual Bonus?
  • Connecting Tableau to a Data File – CSV File
  • Navigating Tableau
  • Creating Calculated Fields
  • Adding Colors
  • Adding Labels and Formatting
  • Exporting Your Worksheet
  • Get The Viz!
  • Tableau Basics

Modul 3 Time series, Aggregation, and Filters

  • Section Intro
  • Working with Data Extracts in Tableau
  • Working with Time Series
  • Understanding Aggregation, Granularity, and Level of Detail
  • Creating an Area Chart & Learning About Highlighting
  • Adding a Filter
  • Timeseries, Aggregation, and Filters

Modul 4 Maps, Scatterplots, and Your First Dashboard

  • Joining Data in Tableau
  • Creating a Map, Working with Hierarchies
  • Creating a Scatter Plot, Applying Filters to Multiple Worksheet
  • Let’s Create our First Dashboard
  • Adding an Interactive Action – Filter
  • Adding an Interactive Action – Highlighting
  • Maps, Scatterplots, and Your First Dashboard

Modul 5 Joining and Blending Data, PLUS: Dual Axis Charts

  • Understanding how LEFT, RIGHT, INNER, and OUTER Joins Work
  • Joins with Duplicate Values
  • Joining on Multiple Fields
  • Data Blending in Tableau
  • The Showdown: Joining Data v.s. Blending Data in Tableau
  • Dual Axis Chart
  • Creating Calculated Fields in a Blend (Advanced Topic)
  • Section Recap
  • Joining and Blending Data, PLUS: Dual Axis Charts

Modul 6 Table Calculations, Advanced Dashboards, Storytelling

  • Downloading the Dataset and Connecting to Tableau
  • Mapping: how to Set Geographical Roles
  • Creating Table Calculations for Gender
  • Creating Bins and Distributions For Age
  • Leveraging the Power of Parameters
  • How to Create a Tree Map Chart
  • Creating a Customer Segmentation Dashboard
  • Advanced Dashboard Interactivity
  • Analyzing the Customer Segmentation Dashboard
  • Pratinjau
  • Creating a Storyline
  • Table Calculations, Advanced Dashboards, Storytelling

Modul 6 Advanced Data Preparation

  • What Format Your Data Should Be In
  • Data Interpreter
  • Pivot
  • Splitting a Column into Multiple Columns
  • MetaData Grid
  • Fixing Geographical Data Errors in Tableau

Modul 7 Clusters, custom territories, design features

  • The Challenge: Startup Expansion Analytics
  • Custom Territories Via Groups
  • Custom Territories Via Geographic Roles
  • Adding a Highlighter
  • Clustering In Tableau
  • Cross-Database Joins
  • Modeling With Clusters
  • Saving Your Clusters
  • Design Features

 

Waktu Pelaksanaan 2 Hari

Complimentary Download

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