CompTIA Data+ (DA0-001) - CompTIA Data Certification Course

Free download скачать CompTIA Data+ (DA0-001) - CompTIA Data Certification Course
Published 3/2024
Created by Oak Academy,OAK Academy Team,Ali̇ CAVDAR
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 163 Lectures ( 13h 28m ) | Size: 3.2 GB

CompTIA Data - Learn Data Concepts, Data Visualization, Data Analysis & Statistics and pass the Data+ certification exam
What you'll learn:
Comptia Data+ gives you the confidence to bring data analysis to life.
Take and pass the CompTIA Data+ (DA0-001) certification exam
Data Mining
Data Analysis
Data Visualization
Data Governance, Quality, & Controls
Data Schemas
Relational Databases Schemas
Non-Relational Databases
Comparing Databases
Data Processing(OLTP & OLAP)
Data Warehouse, Data Mart
Schema Consepts (Snowflake & Star)
Data Lake
Slowly changing dimensions
Quantitative Data, Qualitative Data
Data Types
Can we convert data types?
Data Structures
Data File Formats-Text/Flat File
Review Data Languages
Explain data acquisition concepts
Extracting Data
Transforming Data
Loading Data(Full Load & Delta Load)
Application programming interfaces (APIs)
Web Scraping
Machine Data
Public Data
Survey Data
Sampling & Observation
Cleansing and Profiling Datasets
Data Profiling Steps
Tools that Simplify The Data Profiling Process
Redundant Data
Dublicate Data
Missing Values
Invalid Data
Non-parametric Data
Data Outliers
Specification mismatch
Data Manipulation Techniques.
Recording Data
Derived Variables
Data Blending
Concatenation
Data Append
Value İmputation
Reduction/Aggregation
Filtering
Data Sorting
Date Functions
Logical functions
Aggregate Functions
System Functions
Query Optimization
Parameterization
Indexing
Temporary table in the query set
Subset of records
Execution Plan
Data Analysis
Exploratory Data Analysis(EDA)
Sentiment Analysis
Perfomance Analysis
Diagnostic Analysis
Gap Analysis
Trend Analysis
Link Anlysis
Descriptive Statistical Methods
Measures of Central Tendency (Mean, Median, Mode)
Why is Central Tendency Important?
Measures of dispersion
Frequencies/Percentages
Percent change / Percent Difference
Confidence intervals
Inferential Statistical Methods
T-tests
P-Values
Z-Score
Chi-squared
Hypothesis Testing
Linear Regression
Correlation
Data Analytics Tools
Excel-Tableau
Power BI ve Rapid Mine
Data Visualization Tools(Qlik, AWS QuickSight, ArcGIS)
Statistical Tools
SAS, IBMSPSS
Stata, Minitab
Reporting Tools
SSRS, Crystal Reports ve Power BI
Platform Tools
Business Objects, MicroStrategy
Oracles Apex, Dataroma
Cognos, Rapid Miner
Oracle Analytics, Domo ve Microsoft Power platform
Creating Reports
Data Content
Data Filtering
Data Sorting
Views
Data Range
Frequency
Audience for Report
Creating Dashboards
Report cover page
Design Elements
Documentation Elements
Dashboard Considerations
Data sources and attributes
Continuous/live Data Feed vs. Static Data
Development Process
Mockup/wireframe
Approval granted
Develop Dashboard
Deploy to production
Subscription and Scheduled delivery
Interactive
Static & Web interface
Dashboard optimization & Access permissions
Visualization Type
Line Chart
Pie Chart - Bubble Chart
Scatter Plot-Bar Chart
Histogram-Waterfall
Heat map - Geographic map
Tree map - Stacked chart
Infographic - Word cloud
Compare and contrast types of reports.
Static vs. dynamic reports
Ad-hoc/one-time report
Self-service/on demand
Recurring Reports
Tactical/Research report
Data Governance, Quality, and Controls
Data Lifecycle
Data Roles
Access Requirements
Security Requirements
Storage environment requirements
Use Requirements
Data Process
Data Retention
Entity Relationship Requirements
Data Classification
Jurisdiction Requirements
Data Breach Reporting
Data Quality Control Concepts
Circumstances to check for quality
Automated Validation
Data Quality Dimensions
Data quality rule and metrics
Cross validation & Sample/Spot Check
Reasonable expectations & Data profiling
Data audits & Peer Review
Explain master data management (MDM) concepts.
Processes
Circumstances for MDM
Data Concepts and Environments
Requirements:
Basic Knowledge of Mathematics
Any device where you can watch the lesson, such as a mobile phone, computer or tablet.
Internet Connection
Understand how to read graphs
Learning determination and patience.
Watch the course videos completely and in order.
Description:
comptia data+, comptia data, comptia, data+, comptia data, comptia data certification course, comptia data certification, da0-001, data analytics, data analyst, data analysis, statistics, data science, data visualizationEXPLANATIONHello there,Welcome to the " CompTIA Data+ (DA0-001) | CompTIA Data Certification Course " CourseCompTIA Data - Learn Data Concepts, Data Visualization, Data Analysis & Statistics and pass the Data+ certification examData analytics is now central to the day-to-day operations of so many businesses. In all sectors, companies and institutions are using data analytics tools to more efficiently manage supply chains, customer relations and manufacturing, and more.It's not just businesses that are making an investment in improving their data management capabilities. Educational institutions like school districts and universities are collecting more data than ever before to provide effective and equitable services to a diverse student population. The healthcare sector is no different, looking for ways to manage patient data to improve outcomes and allocate resources.It's no surprise that finding qualified and highly competent data analysts is a top priority for the principal stakeholders of these companies and institutions. If you are looking to advance in your career or find a more challenging and rewarding job role, the CompTIA Data + Certification is something you'll want to add to your resume.The CompTIA Data+ is an early-career data analytics certification for professionals tasked with developing and promoting data-driven business decision-making.This certification tests your ability to better analyze and interpret data, communicate insights, and demonstrate competency in the world of data analytics.COMPTIA DATA+ GIVES YOU THE CONFIDENCE TO BRING DATA ANALYSIS TO LIFE.Differentiate yourself with Comptia Data+, better analyze and interpret Data.Better highlight what's important in reports that persuade, not confuse. Make better data-driven decisions.Data literacy increases your competence and makes you more employable.COMPTIA DATA+ PROVES YOU HAVE THE SKILLS REQUIRED TO FACILITATE DATA-DRIVEN BUSINESS DECISIONS.What Skills Will You Learn?Data Concepts and Environments: Boost your knowledge in identifying basic concepts of data schemas and dimensions while understanding the difference between common data structures and file formatsData Mining: Grow your skills to explain data acquisition concepts, reasons for cleansing and profiling datasets, executing data manipulation, and understanding techniques for data manipulationData Analysis: Gain the ability to apply the appropriate descriptive statistical methods and summarize types of analysis and critical analysis techniquesVisualization: Learn how to translate business requirements to create the appropriate visualization in the form of a report or dashboard with the proper design componentsData Governance, Quality, & Controls: Increase your ability to summarize important data governance concepts and apply data quality control conceptsJobs You Can Land With CompTIA Data+ :Data ArchitectData AnalystData ScientistBusiness Analyst ReportingAnalyst Operations AnalystThe CompTIA Data+ exam will certify the successful candidate has the knowledge and skills required to transform business requirements in support of data-driven decisions through mining and manipulating data, applying basic statistical methods, and analyzing complex datasets while adhering to governance and quality standards throughout the entire data life cycle.CompTIA recommends 18-24 months of experience in a report/business analyst job role, exposure to databases and analytical tools, a basic understanding of statistics, and data visualization experience.This course will provide you with full coverage of the five domains of the CompTIA Data+ (DA0-001) Certification exam:Data Concepts and Environments (15%)Data Mining (25%)Data Analysis (23%Visualization (23%)Data Governance, Quality, & Controls (14%)FAQs about CompTIA Data+What is CompTIA Data+?CompTIA Data+ is an early-career data analytics certification for professionals tasked with developing and promoting data-driven business decision-making.What is the difference between Data+ and DataSys+?While both certifications are in the field of data management, the CompTIA DataSys+ is designed for database administrators, and the CompTIA Data+ is tailored for data analysts.How difficult is the CompTIA Data+ exam?If you are considering a career in data, the CompTIA Data+ certification is a great way to get started. It is a challenging exam, but it is well worth the effort. By passing the CompTIA Data+ exam, you will demonstrate your skills and knowledge to employers and set yourself up for success in a growing field.Is CompTIA data Plus worth IT?Acquiring the CompTIA Data+ certification positions you as a valuable asset for prospective employers. Across diverse sectors, including technology, healthcare, finance, and marketing, there is a demand for individuals capable of deciphering extensive data and transforming it into actionable business insights.Why do you want to take this Course?Our answer is simple: The quality of teaching.London-based OAK Academy is an online training company. OAK Academy provides IT, Software, Design, and development training in English, Portuguese, Spanish, Turkish, and many languages on the Udemy platform, with over 1000 hours of video training courses.OAK Academy not only increases the number of training series by publishing new courses but also updates its students about all the innovations of the previously published courses.When you sign up, you will feel the expertise of OAK Academy's experienced developers. Our instructors answer questions sent by students to our instructors within 48 hours at the latest.Quality of Video and Audio ProductionAll our videos are created/produced in high-quality video and audio to provide you with the best learning experience.In this course, you will have the following:• Lifetime Access to the Course• Quick and Answer in the Q&A Easy Support• Udemy Certificate of Completion Available for download скачать• We offer full support by answering any questions.Now dive into the " CompTIA Data+ (DA0-001) | CompTIA Data Certification Course " CourseCompTIA Data - Learn Data Concepts, Data Visualization, Data Analysis & Statistics and pass the Data+ certification examWe offer full support by answering any questions.See you at the Course!
Who this course is for:
Students preparing for the CompTIA Data+ (DA0-001) Certification
CompTIA Data+ is an ideal certification for not only data-specific careers, but also other career paths that benefit from analytics processes and data analytics knowledge.
Jobs like marketing specialists, financial analysts, human resource analysts or clinical health care analysts can optimize performance and make well-informed decisions when they use and evaluate data correctly with Comptia Data+
Data Scientists
Data Analysts
Data Manager
Data Specialist
Database Engineers
Information Technology Professionals
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