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Certificate Programme in Machine Learning for IoT Data

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๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to the Internet of Things (IoT) and its data characteristics
  • Fundamentals of Machine Learning for IoT
  • Data Preprocessing and Feature Engineering for IoT data streams
  • Supervised Learning Techniques for IoT Applications (Regression and Classification)
  • Unsupervised Learning for IoT: Clustering and Anomaly Detection
  • Deep Learning for IoT: Neural Networks and their applications
  • Time Series Analysis for IoT Data
  • Machine Learning Model Deployment and Monitoring in IoT Environments
  • IoT Security and Privacy in Machine Learning
  • Case studies: Machine Learning for Smart City applications

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Role Description IoT Machine Learning Engineer Develops and implements machine learning models for analyzing IoT data, focusing on predictive maintenance and anomaly detection.

High demand in UK manufacturing and smart city sectors.

Data Scientist (IoT Focus) Extracts insights from large IoT datasets using machine learning techniques, contributing to business decision-making in areas such as supply chain optimization and customer behavior analysis.

Strong UK market growth in e-commerce and logistics.

AI/ML Consultant (IoT Specialisation) Advises clients on the application of machine learning to their IoT infrastructure, offering strategic guidance on data integration, model deployment, and performance monitoring.

Increasing demand across various UK industries.

IoT Data Analyst Performs data cleaning, transformation, and exploratory data analysis on IoT data, identifying trends and patterns relevant to business objectives, and supporting the development of machine learning models.

Essential role in many UK organizations.

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์™œ ์‚ฌ๋žŒ๋“ค์ด ๊ฒฝ๋ ฅ์„ ์œ„ํ•ด ์šฐ๋ฆฌ๋ฅผ ์„ ํƒํ•˜๋Š”๊ฐ€

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์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
CERTIFICATE PROGRAMME IN MACHINE LEARNING FOR IOT DATA
์—๊ฒŒ ์ˆ˜์—ฌ๋จ
ํ•™์Šต์ž ์ด๋ฆ„
์—์„œ ํ”„๋กœ๊ทธ๋žจ์„ ์™„๋ฃŒํ•œ ์‚ฌ๋žŒ
London School of International Business (LSIB)
์ˆ˜์—ฌ์ผ
05 May 2025
๋ธ”๋ก์ฒด์ธ ID: s-1-a-2-m-3-p-4-l-5-e
์ด ์ž๊ฒฉ์ฆ์„ LinkedIn ํ”„๋กœํ•„, ์ด๋ ฅ์„œ ๋˜๋Š” CV์— ์ถ”๊ฐ€ํ•˜์„ธ์š”. ์†Œ์…œ ๋ฏธ๋””์–ด์™€ ์„ฑ๊ณผ ํ‰๊ฐ€์—์„œ ๊ณต์œ ํ•˜์„ธ์š”.
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