Training Datascience

Dengan kursus ini peserta akan dapat membuat  Data Visual, Big Data, Analytc dengan mudah. Training ini sangat
cocok bagi pemula yang belum ada dasar dalam Datascience.

Target Peserta:

Training ini dapat diikuti oleh siapa saja yang telah memiliki kemampuan basic Data Science

Persyaratan:

– Laptop baik Windows, Linux Ataupun Mac dengan RAM minimal 4GB.
Software yang dibutuhkan :

* Python

Durasi Kursus:

4 hari mulai jam 9:00 s/d 17:00, Setiap Senin s/d Kamis

Target Project :

Pada training ini peserta di targetkan untuk bisa Menganalisa Data Visual dengan baik dan menarik
dengan mudah.

Materi yang akan di pelajari adalah :

Introduction of Data Analytics and Its Application

• Definition of Data Analytics and Visualization
• Big Data Opportunity in Organization
• Understand the concepts of data analytics and its importance in a organization.

Principle of Visualisation and Business Graphics

• Visualization Framework
• Models, Colours, and Gestalt Theory
• Data sources, Pipelines and Sources of Error
• Understanding theories in information visualisation and the pipeline in creating business graphics

Data-Driven Decision

• Descriptive Statistic
• Categorical Data
• Interval Data
• The basic concept of Experimentation
• Apply the statistic in the experimentation of business application for decision making

Decision Bias

• Decision Bias
• Decision Traps
• Overcoming the Decision Biases
• Evidence in support of Analytics
• Apply the concept of decision biases in the given case study

Data representation and Mapping

• Domain and data values & Grid (unstructured, structure)
• Scattered Data & Classifications Schemes
• Diagrams and Charts; Function plots and height fields
• Isolines/Colour coding; Glyphs and icons
• Understanding the fundamental representations and units in producing business graphics.

Get Started with Microsoft Data Analytics

• Data Analytics and Microsoft
• Getting Started with Power BI
• Lab: Getting Started
• Understanding the interface and system of Microsoft Power BI

Prepare Data in Power BI

• Get data from various data sources
• Optimize performance
• Resolve data errors
• Lab: Preparing Data in Power BI Desktop
• Experience how to prepare data for analysis

Clean, Transform and Load Data in Power BI

• Data shaping
• Enhance the data structure
• Data Profiling
• Lab: Transforming and Loading Data
• Understand steps in preparing the data for analysis

Design and Data Model in Power BI

• Introduction to data modelling
• Working with tables
• Dimensions and Hierarchies
• Lab: Data Modeling in Power BI Desktop
• Lab: Advanced Data Modeling in Power BI Desktop
• Learn the concept of Data Model

Create Measures using DAX in Power BI

• Introduction to DAX
• DAX context
• Advanced DAX
• Lab: Introduction to DAX in Power BI Desktop
• Lab: Advanced DAX in Power BI Desktop
• Understanding DAX

Manage Datasets in Power BI

• Parameters
• Datasets
• Row-level security

• Security in Power BI
• Managing Power BI data and workspace

Perform Advanced Analytics

• Advanced Analytics
• Data Insights through AI visuals

• Lab: Data Analysis in Power BI Desktop
• Understanding and comprehending Power BI Analytics tools

Concept of the Business Insights Storytelling

• The flow of the Storytelling
• Communicate with the context
• focusing people’s attention
• Case study (financial, customers and operation analytics)
• The design idea of the storytelling for business performance analysis case study

Create Reports

• Design a report
• Enhance the report
• Lab: Designing a report in Power BI
• Lab: Enhancing Power BI reports with interaction and formatting
• Designing Power BI basic report

Create Dashboards

• Create a Dashboard
• Real-time Dashboards
• Enhance a Dashboard
• Lab: Designing a report in Power BI Desktop – Part 1
• Developing dashboard in Power BI

Fasilitas

Fasilitas yang akan di peroleh adalah :

• Access Internet
• Ruangan Full AC
• Lunch
• Snack
• T-Shirt
• Sertifikat
• Dapat berkonsultasi setelah kursus selesai melalui grup whatsapp