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Professional Certificate in Compression in Computer Vision

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๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Image Compression Techniques and Algorithms
  • Lossy vs. Lossless Compression: A Comparative Analysis
  • Transform Coding: DCT, Wavelet, and Discrete Cosine Transform (DCT) Applications
  • Vector Quantization and its Applications in Computer Vision
  • Predictive Coding and Differential Pulse Code Modulation (DPCM)
  • Entropy Coding: Huffman, Arithmetic, and Run-Length Encoding
  • Image Compression Standards: JPEG, JPEG 2000, and WebP
  • Advanced Compression Techniques for Computer Vision: Deep Learning for Compression
  • Compression Artifacts and Their Mitigation
  • Applications of Compression in Computer Vision: Medical Imaging and Video Compression

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Role Description Computer Vision Engineer (Compression) Develops and implements advanced compression algorithms for image and video data, crucial for efficient storage and transmission in computer vision applications.

High demand in the UK's growing AI sector.

AI/ML Engineer (Image Compression) Focuses on applying machine learning techniques to optimize compression strategies, reducing storage costs and improving processing speed in computer vision projects.

Strong knowledge of both ML and compression is essential.

Data Scientist (Image & Video Analytics) Analyzes large-scale image and video datasets, leveraging compression techniques for efficient data management and insightful pattern discovery.

Expertise in data analysis and compression is highly valued.

Software Engineer (Compression Libraries) Designs, develops, and maintains software libraries and tools for image and video compression.

A deep understanding of compression algorithms and software development is critical.

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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
PROFESSIONAL CERTIFICATE IN COMPRESSION IN COMPUTER VISION
์—๊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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