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Data Science and Statistics for Environmental Professionals

person icon Environmental Academy - AMA

3.9

Data Science and Statistics for Environmental Professionals

Basic course to learn environmental data management: solid waste, air pollution, effluent discharge, groundwater, etc.

updated on icon Updated on May, 2024

language icon Language - English

person icon Environmental Academy - AMA

category icon Sustainability,Engineering Environmental

Lectures -29

Resources -9

Duration -2 hours

3.9

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Course Description

Are you an environmental professional interested in improving your Data Management skills?


This course explains the importance of understanding Data Science and Statistics concepts for environmental data management and helps environmental professionals to draw the best conclusions when analyzing any data set.

This is your course if you work in the environmental field and want to take your first steps with Data Science and Statistics and:

  • You want to learn the basic concepts of data science and statistics and how to use them effectively.
  • You want to carry out environmental consulting in the field of environmental data analysis and management.
  • You want to learn how to use Exploratory Data Analysis techniques to help in the Data Storytelling process.


In this course, you will learn the fundamental principles and concepts of Environmental Data Management using data science and statistical methods and techniques, this will help you to understand the first steps needed when evaluating and analyzing your data set.


To achieve that, you will be encouraged to learn and use software, languages and tools used to evaluate data and extract relevant information out of it, such as:

  • R for statistics
  • Pro UCL, from EPA
  • Visual Sampling Plan
  • Excel
  • MAROS
  • GWSDAT
  • Minitab
  • Etc.

The software mentioned above will not be explained in detail, on the other hand, throughout the course the students will be stimulated to use the tool(s) that they fell more comfortable with, in order to develop their skills in the tools that make more sense for each one. 


Currently, developing these skills of data science statistics to manage your data are important because:

  • Big Data: every day the generation and collection of data in every field, including the environmental field, are huge in volume, and it is still growing with time. The amount and complexity of data generated need competent professionals to assess and interpret it effectively.
  • Career Improvement: the field of data science and statistics are some of the most popular in the market today, so environmental professionals with these skills are one step ahead.

In summary, the course presents explanations and examples, as well as hands-on exercises for the implementation of Data Science and Statistics to be used in the Environmental Data Management activities of professionals.

Goals

What will you learn in this course:

Learn good practices of Environmental Data Management

What is Exploratory Data Analysis

Environmental data characteristics

Software/tools to explore environmental data

How to treat, clean organize environmental data

Graphs for data visualization and visual storytelling


Prerequisites

What are the prerequisites for this course?

No specific prior knowledge required

Familiarity with statistics concepts is helpful

Data Science and Statistics for Environmental Professionals

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction
5 Lectures
  • play icon Environmental Data Management 06:58 06:58
  • play icon Your First Task
  • play icon Statistics & Data Science 07:32 07:32
  • play icon Data Management Languages and Tools 03:42 03:42
  • play icon Statistics & Data Science Glossary
Organizing and Cleaning Data: Data Wrangling
5 Lectures
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Exploratory Data Analysis: Getting to Know your Data
4 Lectures
Tutorialspoint
Exploratory Data Analysis: Summary Statistics
7 Lectures
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Exploratory Data Analysis: Visual Methods
8 Lectures
Tutorialspoint

Instructor Details

Environmental Academy - AMA

Environmental Academy - AMA

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