Certificate Programme in Data Analytics for Network Performance
-- viewing nowThe Certificate Programme in Data Analytics for Network Performance is a comprehensive course designed to equip learners with essential skills in network performance analysis. In today's data-driven world, the demand for professionals who can analyze and interpret network data is rapidly increasing.
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Course details
• Data Analytics Fundamentals: Introduction to data analytics, data types, data sources, data collection, data storage, data processing, data visualization.
• Network Performance Metrics: Overview of network performance metrics, throughput, latency, jitter, packet loss, error rate, availability, mean opinion score (MOS).
• Data Analysis Techniques: Descriptive statistics, inferential statistics, probability distributions, hypothesis testing, regression analysis, correlation analysis.
• Network Performance Data Collection: Active and passive monitoring techniques, SNMP, NetFlow, sFlow, IPFIX, packet capture, log analysis.
• Network Data Visualization: Data visualization tools, chart types, graphs, dashboards, data storytelling.
• Network Analytics Tools: Overview of network analytics tools, open-source and commercial solutions, network performance monitoring (NPM), application performance monitoring (APM).
• Machine Learning for Network Performance: Supervised learning, unsupervised learning, reinforcement learning, machine learning algorithms, data mining, predictive analytics.
• Network Performance Optimization: Network capacity planning, traffic shaping, quality of service (QoS), load balancing, network virtualization.
• Network Security and Data Privacy: Overview of network security threats, data privacy regulations, security best practices, encryption, access control.
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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