Career Advancement Programme in Deep Learning for Smart Devices

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์ด ๊ณผ์ •์— ๋Œ€ํ•ด

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์–ด๋””์„œ๋“  ํ•™์Šต

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์™„๋ฃŒ๊นŒ์ง€ 2๊ฐœ์›”

์ฃผ 2-3์‹œ๊ฐ„

์–ธ์ œ๋“  ์‹œ์ž‘

๋Œ€๊ธฐ ๊ธฐ๊ฐ„ ์—†์Œ

๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Deep Learning for Smart Devices
  • Fundamentals of Embedded Systems and Hardware Acceleration
  • Model Optimization and Compression Techniques for Deep Learning
  • Deep Learning for Sensor Data Processing and Analysis
  • Building Efficient Deep Learning Architectures for Low-Power Devices
  • Deploying Deep Learning Models on Smart Devices (Android, iOS, etc.)
  • Practical Application Development: Computer Vision on Smart Devices
  • Advanced Topics in Deep Learning for Smart Devices: Edge Computing and Federated Learning

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Role Description Deep Learning Engineer (Smart Devices) Develop and deploy cutting-edge deep learning models for diverse smart devices; optimizing for performance and power efficiency.

High demand for expertise in embedded systems.

AI/ML Scientist (IoT Devices) Research and develop novel deep learning algorithms for Internet of Things (IoT) applications, focusing on data analysis and model improvement.

Requires strong mathematical background.

Embedded Systems Engineer (Deep Learning) Design and implement efficient deep learning solutions on resource-constrained hardware platforms; specializing in optimizing model size and computational requirements.

Crucial for wearable technology.

Data Scientist (Smart Device Analytics) Analyze large datasets generated by smart devices, build predictive models using deep learning, and provide insights for product development and improvement; strong analytical skills are essential.

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๊ณผ์ • ์ƒํƒœ

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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
CAREER ADVANCEMENT PROGRAMME IN DEEP LEARNING FOR SMART DEVICES
์—๊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
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