Course Code: davdm
Duration: 30 hours
Prerequisites:
  • An understanding of basic computer operations
  • Experience with spreadsheets and basic data formats
  • Familiarity with Microsoft Office tools

Audience

  • Environmental protection managers
  • Data engineers and analysts
  • Professionals seeking data-driven decision-making tools
Overview:

Data Analysis is the process of inspecting, cleaning, transforming, and modeling data to discover useful information, conclusions, and support decision-making.

This instructor-led, live training (online or onsite) is aimed at intermediate-level professionals who wish to manage, analyze, and visualize data effectively for performance and decision support.

By the end of this training, participants will be able to:

  • Create and manage databases.
  • Apply regression, classification, and basic machine learning models.
  • Develop dynamic reports and dashboards using Excel and Power BI.
  • Use statistical techniques to inform decisions and analyze trends.

Format of the Course

  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.

Course Customization Options

  • To request a customized training for this course, please contact us to arrange.
Course Outline:

Introduction to Data Management

  • Overview of data handling and storage
  • Database fundamentals and table creation
  • Introduction to relational models

Basic Data Analysis Techniques

  • Descriptive statistics and distributions
  • Histograms and control charts
  • Data stratification and processing

Data Modeling for Decision-Making

  • Intro to data modeling concepts
  • Calendar tables and hierarchies
  • Field relationships and table joins

Dynamic Reporting Tools

  • Using Excel, Power Query and DAX
  • Creating dashboards in Excel
  • Editing and sourcing data with Power Pivot

Applied Statistical Techniques

  • Basic regression and classification
  • Prediction models and interpretation
  • Practical data analysis scenarios

Introduction to Data Science Concepts

  • Data science fundamentals
  • Tools for pattern and trend detection
  • Simple machine learning techniques

Data-Driven Decision-Making

  • Evaluating reports for decisions
  • Communicating results effectively
  • Case studies and real-world applications

Summary and Next Steps

Sites Published:

United Arab Emirates - Data Analysis and Visualization for Decision-Making

Qatar - Data Analysis and Visualization for Decision-Making

Egypt - Data Analysis and Visualization for Decision-Making

Saudi Arabia - Data Analysis and Visualization for Decision-Making

South Africa - Data Analysis and Visualization for Decision-Making

Brasil - Data Analysis and Visualization for Decision-Making

Canada - Data Analysis and Visualization for Decision-Making

中国 - Data Analysis and Visualization for Decision-Making

香港 - Data Analysis and Visualization for Decision-Making

澳門 - Data Analysis and Visualization for Decision-Making

台灣 - Data Analysis and Visualization for Decision-Making

USA - Data Analysis and Visualization for Decision-Making

Österreich - Data Analysis and Visualization for Decision-Making

Schweiz - Data Analysis and Visualization for Decision-Making

Deutschland - Data Analysis and Visualization for Decision-Making

Czech Republic - Data Analysis and Visualization for Decision-Making

Denmark - Data Analysis and Visualization for Decision-Making

Estonia - Data Analysis and Visualization for Decision-Making

Finland - Data Analysis and Visualization for Decision-Making

Greece - Data Analysis and Visualization for Decision-Making

Magyarország - Data Analysis and Visualization for Decision-Making

Ireland - Data Analysis and Visualization for Decision-Making

Luxembourg - Data Analysis and Visualization for Decision-Making

Latvia - Data Analysis and Visualization for Decision-Making

España - Data Analysis and Visualization for Decision-Making

Italia - Data Analysis and Visualization for Decision-Making

Lithuania - Data Analysis and Visualization for Decision-Making

Nederland - Data Analysis and Visualization for Decision-Making

Norway - Data Analysis and Visualization for Decision-Making

Portugal - Data Analysis and Visualization for Decision-Making

România - Data Analysis and Visualization for Decision-Making

Sverige - Data Analysis and Visualization for Decision-Making

Türkiye - Data Analysis and Visualization for Decision-Making

Malta - Data Analysis and Visualization for Decision-Making

Belgique - Data Analysis and Visualization for Decision-Making

France - Data Analysis and Visualization for Decision-Making

日本 - Data Analysis and Visualization for Decision-Making

Australia - Data Analysis and Visualization for Decision-Making

Malaysia - Data Analysis and Visualization for Decision-Making

New Zealand - Data Analysis and Visualization for Decision-Making

Philippines - Data Analysis and Visualization for Decision-Making

Singapore - Data Analysis and Visualization for Decision-Making

Thailand - Data Analysis and Visualization for Decision-Making

Vietnam - Data Analysis and Visualization for Decision-Making

India - Data Analysis and Visualization for Decision-Making

Argentina - Data Analysis and Visualization for Decision-Making

Chile - Data Analysis and Visualization for Decision-Making

Costa Rica - Data Analysis and Visualization for Decision-Making

Ecuador - Data Analysis and Visualization for Decision-Making

Guatemala - Data Analysis and Visualization for Decision-Making

Colombia - Data Analysis and Visualization for Decision-Making

México - Data Analysis and Visualization for Decision-Making

Panama - Data Analysis and Visualization for Decision-Making

Peru - Data Analysis and Visualization for Decision-Making

Uruguay - Data Analysis and Visualization for Decision-Making

Venezuela - Data Analysis and Visualization for Decision-Making

Polska - Data Analysis and Visualization for Decision-Making

United Kingdom - Data Analysis and Visualization for Decision-Making

South Korea - Data Analysis and Visualization for Decision-Making

Pakistan - Data Analysis and Visualization for Decision-Making

Sri Lanka - Data Analysis and Visualization for Decision-Making

Bulgaria - Data Analysis and Visualization for Decision-Making

Bolivia - Data Analysis and Visualization for Decision-Making

Indonesia - Data Analysis and Visualization for Decision-Making

Kazakhstan - Data Analysis and Visualization for Decision-Making

Moldova - Data Analysis and Visualization for Decision-Making

Morocco - Data Analysis and Visualization for Decision-Making

Tunisia - Data Analysis and Visualization for Decision-Making

Kuwait - Data Analysis and Visualization for Decision-Making

Oman - Data Analysis and Visualization for Decision-Making

Slovakia - Data Analysis and Visualization for Decision-Making

Kenya - Data Analysis and Visualization for Decision-Making

Nigeria - Data Analysis and Visualization for Decision-Making

Botswana - Data Analysis and Visualization for Decision-Making

Slovenia - Data Analysis and Visualization for Decision-Making

Croatia - Data Analysis and Visualization for Decision-Making

Serbia - Data Analysis and Visualization for Decision-Making

Bhutan - Data Analysis and Visualization for Decision-Making

Nepal - Data Analysis and Visualization for Decision-Making

Uzbekistan - Data Analysis and Visualization for Decision-Making