Masterclass Certificate in Data Analysis for Smarter Outcomes
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• Introduction to Data Analysis · Understanding the data analysis process, types of data analysis, and its importance in decision-making.
• Data Collection · Techniques and best practices for gathering, cleaning, and validating data.
• Data Wrangling · Transforming and preparing raw data for analysis using tools and techniques.
• Data Visualization · Presenting data insights through charts, graphs, and tables using popular libraries and tools.
• Statistical Analysis · Applying statistical methods and concepts to data analysis, including probability distributions, regression analysis, and hypothesis testing.
• Machine Learning Basics · Overview of machine learning algorithms and techniques for predictive analysis.
• Big Data Analysis · Introduction to big data analysis, including Hadoop, Spark, and cloud-based solutions.
• Data Ethics · Ethical considerations in data analysis, including privacy, bias, and data security.
• Data Storytelling · Communicating data insights effectively to stakeholders, using storytelling techniques and visualizations.
• Capstone Project · Applying data analysis skills to a real-world problem, demonstrating proficiency and mastery of course content.
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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