Today's data plays a large part in our daily lives and in business decisions. It is the basis for up and coming business technologies such as AI, machine learning, and big data. This course will assist you in learning more about the Data+ certification offered by CompTIA, which shows competency for professionals who need to make data-driven business decisions. It will guide you through the five main objectives on the exam: data concepts and environments, data mining, data analysis, data visualization, and governance, quality and controls. After finishing the course, you will be able to define important data-related terms, demonstrate proficiency in using data mining and analysis to make important business decisions, and communicate and report insights gained from data analytics.
In this module, we'll introduce you to data concepts and environments. We'll discuss topics such as data sources, types of data structures, and different types of data stores.
涵盖的内容
10个视频
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10个视频•总计82分钟
Introduction to data concepts•7分钟
Understanding data types and structures•7分钟
Exploring relational databases•10分钟
Exploring non-relational databases•8分钟
Structured, semi structured and unstructured data•8分钟
Data warehousing and data lakes•11分钟
Understanding OLTP•8分钟
Understanding OLAP•9分钟
Snowflake and star schemas explained•8分钟
The role of slowly changing dimensions in data•7分钟
Data mining
第 2 单元•小时 后完成
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This module will define basic characteristics of data mining. It will cover terms and definitions of ETL, ELT, DDL, and DML and will also discuss such topics as performance and query optimization.
涵盖的内容
9个视频
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9个视频•总计74分钟
Introduction to data mining•3分钟
Fundamentals of data acquisition•7分钟
Data pattern recognition•7分钟
ETL and ELT processes•8分钟
Introduction to data collection methods•7分钟
Data cleansing essentials•7分钟
Data manipulation techniques•10分钟
Defining data definition language•12分钟
Query optimization strategies•14分钟
Data analysis
第 3 单元•小时 后完成
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This module will discuss such topics as data visualizations, data analytics and regression analysis. These topics can be used in conjunction with AI and machine learning technologies.
涵盖的内容
7个视频
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7个视频•总计49分钟
Introduction to data analysis•2分钟
Introduction to visualization and mining•7分钟
Applying descriptive statistical methods•10分钟
Inferential statistical methods explained•7分钟
Measures of central tendency and dispersion•9分钟
Understanding frequencies, percentages and confidence intervals•7分钟
Linear regression and correlation analysis•8分钟
Data visualization
第 4 单元•小时 后完成
单元详情
This module will cover data visualizations and data integration for business analysis and final reports. Additional topics such as real time data analysis will be covered, as well as databoard deployments and various data sources.
涵盖的内容
7个视频
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7个视频•总计79分钟
Introduction to data visualization•2分钟
Translating business requirements into reports•13分钟
Data visualization crafting•12分钟
Design components for effective reports and dashboards•14分钟
Methods for dashboard development•14分钟
Choosing the right type of visualization•13分钟
Understanding different types of reports•12分钟
Governance, quality and controls
第 5 单元•小时 后完成
单元详情
This module will discuss the importance of data governance and data security. It will address the need to protect data and the various methods of data protection, covering topics such as data classification and PI compliance.
涵盖的内容
8个视频1个作业
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8个视频•总计81分钟
Introduction to governance•3分钟
Data governance concepts and applications•9分钟
Introduction to data control and user management•12分钟
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When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.