Data Science and AI Courses
Courses focused on data analysis, machine learning, and artificial intelligence, ranging from a first Python and statistics course to specialized tracks in deep learning and large language models. Aimed at people building an actual portfolio project, not just watching lecture slides.
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Subscription video library with large data science selection, completion badges integrate directly into your LinkedIn profile
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GPU-accelerated deep learning training with self-paced courses and instructor-led workshops.
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Certification courses covering Oracle Cloud AI, machine learning, and data science services.
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Free courses on large language models, NLP, diffusion models, and AI agents with hands-on Hugging Face tools.
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Certification and training programs on Apache Spark, data engineering, machine learning, and AI on Databricks.
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Interactive platform with comprehensive data science courses covering Python, SQL, machine learning, and visualization techniques
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Free micro-courses from Kaggle covering Python, pandas, machine learning, and deep learning with hands-on notebooks.
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Andrew Ng's platform offers deep learning specializations and GenAI courses through partnerships with Coursera.
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Machine learning and data science courses using SAS Viya tools with certification paths.
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Free courses on MLOps, LLM fine-tuning, generative AI, and model deployment for production ML systems
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Interactive platform teaching math, programming, and AI through visual problem-solving and hands-on challenges.
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600+ courses on AWS services including machine learning, AI, and data science with hands-on labs
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Free nonprofit platform offering certifications in data analysis and machine learning through real-world coding projects
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University-backed online courses with data science, machine learning, and analytics topics from leading institutions
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Tech skills platform with structured learning paths in data science, machine learning, and AI for professionals
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Data analytics platform with self-paced courses and professional certification training.
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Google training on generative AI, ML engineering, and cloud AI services with structured paths.
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SQL learning platform with tutorials and practice problems for data analysis and science.
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Instructor-led bootcamp offering data science, machine learning, and AI certifications developed with academic and industry partners.
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University-backed courses covering data science, AI principles, machine learning, and their business applications.
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Google's official training platform for machine learning and AI on Google Cloud with guided labs, quests, and the ML Crash Course.
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Free MIT courses with video lectures, problem sets, and materials on machine learning, data science, and AI.
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Official OpenAI courses on AI fundamentals, applied AI, agents, and workflows with hands-on ChatGPT practice
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Subscription platform with structured career-focused courses in data science, analytics, and AI including capstone projects
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Cloud and AI training from Microsoft on Azure machine learning, data engineering, and AI services platforms.
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Free data science and AI courses covering machine learning, deep learning, and AI topics with certification
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Project-based analytics courses teaching Power BI, Python, SQL, and generative AI tools with practical datasets.
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University-backed online courses in artificial intelligence and machine learning taught by Stanford faculty at graduate level
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Expert-led courses on machine learning, data science, PyTorch deep learning, and Hugging Face with real projects
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Free community-driven courses on machine learning engineering, data engineering, and MLOps via self-paced zoomcamps
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Live and self-paced online training in data science, machine learning, deep learning with IIT certification
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In-IDE courses on machine learning, data science, and AI with hands-on coding practice.
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Career-focused bootcamp combining structured data science curriculum with personalized mentorship and job placement assistance.
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Free AI education platform covering fundamentals, ethics, and ML algorithms for all backgrounds.
Frequently asked questions
단순히 영상을 시청하는 대신 코드를 직접 작성하며 학습하려면 어떻게 해야 하나요?
브라우저 내 실습 문제나 핸즈온 노트북을 제공하는 대화형 플랫폼을 활용하여 Python, SQL, 머신러닝을 연습할 수 있습니다. 일부 제공업체는 실무 능력을 키울 수 있도록 Hugging Face나 Kaggle 노트북 같은 도구를 활용한 실습 위주의 교육에 특화되어 있습니다.
전문 자격증을 취득할 수 있는 방법이 있나요?
네, 여러 제공업체가 전문 교육 프로그램이나 대학 지원 MicroMasters를 통해 공식 인증 과정을 제공합니다. 또한 일부 플랫폼에서는 클라우드 AI 및 데이터 엔지니어링 서비스와 관련된 산업 특화 자격증도 제공합니다.
거대 언어 모델(LLM) 및 생성형 AI에 관한 특정 과정을 찾을 수 있나요?
무료 마이크로 코스나 딥러닝 전문 과정을 제공하는 플랫폼을 통해 거대 언어 모델, 자연어 처리(NLP), AI 에이전트에 관한 전문 교육을 찾을 수 있습니다. 일부 강사들은 주요 교육 마켓플레이스를 통해 생성형 AI 전용 과정을 제공하기도 합니다.
전문 프로필에 경력을 증명하고 싶다면 어떤 플랫폼이 가장 좋은가요?
일부 구독형 라이브러리는 수료 배지를 LinkedIn 프로필에 직접 연동할 수 있는 기능을 제공합니다. 다른 옵션으로는 대학 지원 프로그램이나 주요 기술 기업에서 발행하는 공식 인증 과정을 활용하는 방법이 있습니다.