Professional Certificate in Data Analytics Fundamentals: Basic Knowledge
-- viewing nowThe Professional Certificate in Data Analytics Fundamentals is a vital course designed to equip learners with essential data analytics skills. This certificate program covers basic knowledge, providing a strong foundation for career advancement in the data-driven industry.
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Course Details
• Introduction to Data Analytics: Understanding the data analytics landscape, data analytics process, and the role of a data analyst.
• Data Collection: Identifying data sources, data extraction techniques, and ethical considerations in data collection.
• Data Cleaning and Preparation: Techniques for data cleaning, data transformation, and data preparation.
• Data Analysis with Python: Introduction to Python programming, Python libraries for data analysis, and data manipulation techniques.
• Data Visualization: Principles of data visualization, creating effective visualizations using Python libraries, and storytelling with data.
• Statistical Analysis: Descriptive and inferential statistics, probability distributions, and statistical testing.
• Machine Learning Fundamentals: Supervised and unsupervised learning, model evaluation, and model selection.
• Big Data Analytics: Introduction to big data, tools and techniques for big data processing, and real-world big data use cases.
• Data Security and Privacy: Understanding data security risks, data privacy regulations, and best practices for data protection.
Note: This list is not exhaustive and can be tailored to specific learning objectives or audience needs.
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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