# data[].attributes.headline
월요일: AI의 정의와 역사

# data[].attributes.subject
월요일: AI의 정의와 역사

# data[].attributes.body
오늘은 AI의 기본적인 정의와 역사를 복습했어요. 튜링 테스트부터 시작해서 딥러닝의 발전까지, AI의 발전 과정을 정리했습니다. 키워드: 약한 AI, 강한 AI, 기계학습, 딥러닝

# data[].attributes.headline
화요일: 머신러닝 알고리즘 정리

# data[].attributes.subject
화요일: 머신러닝 알고리즘 정리

# data[].attributes.body
오늘은 주요 머신러닝 알고리즘들을 복습했어요. 지도학습, 비지도학습, 강화학습의 차이점을 확실히 이해하고, 각 카테고리의 대표적인 알고리즘들을 정리했습니다. 결정트리, SVM, K-means 클러스터링 등 중요한 알고리즘들을 꼼꼼히 봤어요.

# data[].attributes.headline
수요일: 신경망과 딥러닝 기초

# data[].attributes.subject
수요일: 신경망과 딥러닝 기초

# data[].attributes.body
오늘은 신경망의 기본 구조와 딥러닝의 핵심 개념을 복습했어요. 퍼셉트론부터 시작해서 다층 신경망, CNN, RNN 등 주요 아키텍처를 정리했습니다. 활성화 함수, 역전파 알고리즘도 다시 한번 살펴봤어요.

# data[].attributes.attachment_link.title
신경망이란? | 딥 러닝 개론 1

# data[].attributes.headline
목요일: AI의 주요 응용 분야

# data[].attributes.subject
목요일: AI의 주요 응용 분야

# data[].attributes.body
오늘은 AI가 실제로 어떻게 활용되고 있는지 정리했어요. 자연어 처리, 컴퓨터 비전, 로보틱스, 추천 시스템 등 주요 응용 분야별로 대표적인 사례들을 찾아보고 정리했습니다. 특히 한국에서 활발하게 사용되는 AI 기술들에 대해 자세히 알아봤어요.

# data[].attributes.attachment_link.readable_text
South Korea's journey into AI is reshaping its tech and economic landscape, attracting global attention. This blog explores South Korea's strategic commitment to AI and ...

South Korea's journey into AI is reshaping its tech and economic landscape, attracting global attention. This blog explores South Korea's strategic commitment to AI and showcases how leading Korean companies are integrating AI into their operations. Discover the power and potential of AI in South Korea's growth story.

The potential of South Korea's AI Market

Artificial intelligence (AI) encompasses a suite of technologies enabling computers to perform complex tasks ranging from data analysis and decision-making to understanding speech and text, as well as visual recognition. Standing at the heart of modern technological advancement, AI enhances efficiency and innovation for both individuals and businesses. It includes various methods, primarily machine learning and deep learning, applied in several sectors like data analytics, object recognition, language processing, prediction, recommendation systems, and smart data extraction.

South Korea is heavily investing in AI as a crucial driver of future tech and economic growth. The South Korean government plans to inject over 1.2 trillion won ($900 million) in 2024 for the development of AI technologies and services, said First Vice Finance Minister Kim Byung-hwan at the 6th Digital Economy Forum held in Seoul on Sep 2023. According to Spherical Insights、The South Korean AI Market Size is expected to reach USD 20.7 Billion by 2032, at a CAGR of 27.5% during the forecast period 2022 to 2032.

To secure a competitive edge in the global AI arena, South Korea government in collaboration with private firms, is channeling funds into research and development, talent nurturing and infrastructure enhancement. AI applications are increasingly being used across various fields to automate and optimize processes, analyze data, and improve customer experience. South Korea has multiple world-class AI research facilities, such as the Korea Advanced Institute of Science and Technology (KAIST).

Moreover, South Korea is keen on AI education to create a skilled workforce ready to fulfill the ongoing need for AI experts. The government has launched initiatives such as the "I-Korea 4.0" strategy to encourage the integration and usage of fourth-generation technologies, including AI.

Pioneering Innovations by Top ICT Corporations

Leading Korean ICT corporations are at the forefront of embracing and advancing AI technologies. Their dedication is reshaping the industry with groundbreaking innovations:
① Samsung
Samsung has established seven AI centers across five countries, engaging in pioneering projects like developing new machine learning algorithms, AI chips, and on-device AI.

At CES 2024, Samsung introduced its "AI for All" concept , aiming to revolutionize user-device interconnectivity with spatial intelligence and SmartThings. Spatial AI enables devices to comprehend users' living spaces and habits, facilitating personalized home management. The integration of LiDAR for digital floor plans and the enhancement of Bixby capabilities allow for more dynamic and intelligent smart home interactions, making Samsung devices increasingly efficient and user-friendly as they are used in conjunction.
② Hyundai Motor Group
In 2023, Hyundai Motor Group announced an investment valued USD 50 million in Tenstorrent, an AI semiconductor company based in Canada, which will allow the Group to integrate AI into future Hyundai, Kia and Genesis vehicles, and other future mobilities, including robotics and advanced air mobility (AAM). The investment will be used to accelerate Tenstorrent's design and development of AI chiplets and its machine learning (ML) software roadmap.
③ LG Group
LG Group unveiled an advanced version of its AI software in July 2023, showcasing its application across various sectors from electronics to chemicals. The updated foundation model, Exaone 2.0, now processes images and learns in both Korean and English, trained on a vast dataset of academic and patent documents, along with millions of images. LG aims to commercialize Exaone across multiple industries, including healthcare and clean energy, making certain features accessible to the public.

These are just a few of various efforts that positioning Korea as a global AI powerhouse, boasting one of the most vibrant AI scaleup ecosystems worldwide, surpassing even Silicon Valley. With 376 scaleups-and an estimated 1,000 startups-Korea's AI sector excels in deep technologies from big data to computer vision, natural language processing, and automation. Remarkably, a quarter of Korean scaleups are AI-focused, outpacing the proportions seen in Silicon Valley and Israel, highlighting Korea's significant contribution to the AI domain.

Grow Your Business with CMC Global's AI Solutions

CMC has significantly contributed to cross-industries clients' business transformation through AI development. Our recent project with a major fintech company based in Singapore is an example.

The client aimed to improve their applications, with a focus on enhancing user experience and strengthening fraud detection. Our team employed a range of technologies including Java, VueJS, ReactJS, and notably, AI, which was crucial in boosting fraud detection, preventing financial crimes, and ensuring secure transactions.

This collaboration led to impressive results: a 30% increase in customer retention and satisfaction and notably, a 70% decrease in fraudulent activities - thus safeguarding the financial ecosystem. Moreover, our effective use of AWS infrastructure allowed for the smooth processing of over 1 million transactions daily.

CMC consistently strives to deliver innovative solutions that not only fulfill but surpass the expectations of our clients, through AI development.

Whether you're looking to enhance user experiences, strengthen security measures, or achieve operational efficiencies with AI technology, CMC Global Solutions is your partner in innovation.

Don't let this opportunity pass you by - explore our innovative solutions today and join the ranks of businesses thriving with AI.

# data[].attributes.attachment_link.title
AI in South Korea: Fueling Future Technology and Economic Growth

# data[].attributes.attachment_link.description
The government has launched initiatives such as the "I-Korea 4.0" strategy to encourage the integration and usage of fourth-generation technologies, including AI.

# data[].attributes.headline
금요일: AI 윤리와 최신 트렌드

# data[].attributes.subject
금요일: AI 윤리와 최신 트렌드

# data[].attributes.body
마지막으로 AI 윤리 문제와 최신 트렌드를 정리했어요. AI의 편향성, 프라이버시 문제, 일자리 대체 등 윤리적 이슈들을 살펴보고, ChatGPT, DALL-E 같은 최신 AI 모델들의 특징과 영향력에 대해 공부했습니다. 앞으로 AI가 어떻게 발전할지 전망도 해봤어요.

# data[].attributes.headline
토요일: 전체 내용 총정리

# data[].attributes.subject
토요일: 전체 내용 총정리

# data[].attributes.body
일주일 동안 공부한 내용을 총정리하는 시간을 가졌어요. 마인드맵을 그려가며 AI의 기초 개념부터 응용, 윤리 문제까지 전체적인 흐름을 정리했습니다. 이해가 부족한 부분은 다시 한번 찾아보고 노트를 보완했어요.

# data[].attributes.headline
일요일: 모의고사 풀이

# data[].attributes.subject
일요일: 모의고사 풀이

# data[].attributes.body
마지막으로 모의고사를 풀어봤어요. 시간을 정해두고 실제 시험처럼 풀어본 뒤, 오답 노트를 작성했습니다. 특히 어려웠던 부분들은 다시 한번 교재를 참고해가며 꼼꼼히 정리했어요. 이제 기말고사 준비 끝! 화이팅!

# data[].attributes.attachment_link.description
What is the TOPIK Exam? The Test of Proficiency in Korean (TOPIK) is a standardized test designed to measure the Korean language proficiency of non-native speakers. Established by the South Korean government, the exam is held multiple times a year in various locations worldwide. The TOPIK exam assesses the linguistic abilities in reading, writing, and […]