Course Details
Course Outline
5 days course
Introduction to data analysis solutions
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Recognize the Value of Using Data to Answer Questions and Address Business Issues
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Explain How Data Has Become the Strategic Business Asset It Is Today
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Data analytics and data analysis concepts
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Introduction to the challenges of data analytics
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Volume – data storage
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Introduction to Amazon S3
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Introduction to data lakes
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Introduction to data storage methods
Velocity – data processing
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Discover Usable Data: Its Source, Type, Value, Quality, Location, and Relationships
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Profile the Data to Determine What Is Important or Relevant
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Organize and Manage Data Appropriately
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Acquire Data from Any Source
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Introduction to data processing methods
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Introduction to batch data processing
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Introduction to stream data processing
Variety – data structure and types
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Introduction to source data storage
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Introduction to structured data stores
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Introduction to semistructured and unstructured data stores
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Identify and Resolve Problems Associated with Data Collection
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Articulate the Pros and Cons of Data Manipulation
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Determine If Data Samples Are Adequate
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Create a Table That Is Ready to Be Analyzed
Value. Reporting, business intelligence and Analyzing the Data
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Introduction to analysing data
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Introduction to visualizing data
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Understand Which Data-Analysis Tools Best Answer Common Analytical Business Questions
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Articulate How the Microsoft® Excel Analysis ToolPak and Other Programs Can Be Used for Advanced Data Analysis
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Choose the Appropriate Tool and Technique to Analyze Your Data
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Putting the pieces together
Veracity – cleansing, transformation
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Understanding data integrity
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Understanding database consistency
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Introduction to the ETL process
