Description

Duration

5 Days

30 CPD hours

Overview

Mining data Manipulating data Visualizing and reporting data Applying basic statistical methods Analyzing complex datasets while adhering to governance and quality standards throughout the entire data life cycle

CompTIA Data+ is an early-career data analytics certification for professionals tasked with developing and promoting data-driven business decision-making. CompTIA Data+ gives you the confidence to bring data analysis to life.

As the importance for data analytics grows, more job roles are required to set context and better communicate vital business intelligence. Collecting, analyzing, and reporting on data can drive priorities and lead business decision-making.

1 - Identifying Basic Concepts of Data Schemas

Identify Relational and Non-Relational Databases

Understand the Way We Use Tables, Primary Keys, and Normalization

2 - Understanding Different Data Systems

Describe Types of Data Processing and Storage Systems

Explain How Data Changes

3 - Understanding Types and Characteristics of Data

Understand Types of Data

Break Down the Field Data Types

4 - Comparing and Contrasting Different Data Structures, Formats, and Markup Languages

Differentiate between Structured Data and Unstructured Data

Recognize Different File Formats

Understand the Different Code Languages Used for Data

5 - Explaining Data Integration and Collection Methods

Understand the Processes of Extracting, Transforming, and Loading Data

Explain API/Web Scraping and Other Collection Methods

Collect and Use Public and Publicly-Available Data

Use and Collect Survey Data

6 - Identifying Common Reasons for Cleansing and Profiling Data

Learn to Profile Data

Address Redundant, Duplicated, and Unnecessary Data

Work with Missing Value

Address Invalid Data

Convert Data to Meet Specifications

7 - Executing Different Data Manipulation Techniques

Manipulate Field Data and Create Variables

Transpose and Append Data

Query Data

8 - Explaining Common Techniques for Data Manipulation and Optimization

Use Functions to Manipulate Data

Use Common Techniques for Query Optimization

9 - Applying Descriptive Statistical Methods

Use Measures of Central Tendency

Use Measures of Dispersion

Use Frequency and Percentages

10 - Describing Key Analysis Techniques

Get Started with Analysis

Recognize Types of Analysis

11 - Understanding the Use of Different Statistical Methods

Understand the Importance of Statistical Tests

Break Down the Hypothesis Test

Understand Tests and Methods to Determine Relationships Between Variables

12 - Using the Appropriate Type of Visualization

Use Basic Visuals

Build Advanced Visuals

Build Maps with Geographical Data

Use Visuals to Tell a Story

13 - Expressing Business Requirements in a Report Format

Consider Audience Needs When Developing a Report

Describe Data Source Considerations For Reporting

Describe Considerations for Delivering Reports and Dashboards

Develop Reports or Dashboards

Understand Ways to Sort and Filter Data

14 - Designing Components for Reports and Dashboards

Design Elements for Reports and Dashboards

Utilize Standard Elements

Creating a Narrative and Other Written Elements

Understand Deployment Considerations

15 - Understand Deployment Considerations

Understand How Updates and Timing Affect Reporting

Differentiate Between Types of Reports

16 - Summarizing the Importance of Data Governance

Define Data Governance

Understand Access Requirements and Policies

Understand Security Requirements

Understand Entity Relationship Requirements

17 - Applying Quality Control to Data

Describe Characteristics, Rules, and Metrics of Data Quality

Identify Reasons to Quality Check Data and Methods of Data Validation

18 - Explaining Master Data Management Concepts

Explain the Basics of Master Data Management

Describe Master Data Management Processes

Additional course details:

Nexus Humans CompTIA Data Plus (DA0-001) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the CompTIA Data Plus (DA0-001) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

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CompTIA Data+

By Nexus Human

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