Certificates that I got for online and offline courses
Machine learning, statistics, data science
- Advanced Data Visualizations in R -- Instats
- Machine Learning Essentials -- Instats
- Efficient Programming in R -- Instats
- Introduction to Social Network Analysis -- Instats
- Introduction to Necessary Condition Analysis -- Instats
- R and Python, for AI -- Sogang University
- Using Polars and Narwhals in Python -- Instats
- Introduction to Path Analysis, CFA, and SEM in R -- Instats
- Introduction to R with RStudio -- Instats
- Introduction to Statistical Methods for Fundamental Science -- Instats
- Introduction to SQL -- Sololearn
- SQL Intermediate -- Sololearn
- Coding for Data -- Sololearn
- Image Classification by Artificial Neural Networks -- Korea Aerospace University
- Linux and Bash for Data Engineering -- Duke University
- Python, Bash and SQL Essentials for Data Engineering Specialization -- Duke University
- Scripting with Python and SQL for Data Engineering -- Duke University
- Web Applications and Command-Line Tools for Data Engineering -- Duke University
- Generative AI for Everyone -- DeepLearning.AI
- Python and Pandas for Data Engineering -- Duke University
- Deep Learning Applications for Computer Vision -- University of Colorado Boulder
- Population Health: Responsible Data Analysis -- Leiden University
- AI, Empathy & Ethics -- University of California, Santa Cruz
- Deep Learning Onramp -- MathWorks
- Introduction to Neural Networks and PyTorch -- IBM
- Introduction to Statistical Methods with MATLAB -- MathWorks
- Computer Vision with Embedded Machine Learning -- Edge Impulse
- Data Science Fundamentals -- University of California, Irvine
- Cluster Analysis, Association Mining, and Model Evaluation -- University of California, Irvine
- Deep Learning with Flux.jl -- Julia Academy
- Foundations of Machine Learning -- Julia Academy
- Intro to Analytic Thinking, Data Science, and Data Mining -- University of California, Irvine
- Julia for Data Science -- Julia Academy
- Predictive Modeling, Model Fitting, and Regression Analysis -- University of California, Irvine
- Introduction to Embedded Machine Learning -- Edge Impulse
- Technologies and platforms for Artificial Intelligence -- Politecnico di Milano
- Working with Water Level Data: QA/QC -- The University Corporation for Atmospheric Research
- Measurement – Turning Concepts into Data -- The Johns Hopkins University
- Ethics of Artificial Intelligence -- Politecnico di Milano
- Multilevel Modeling -- Erasmus University Rotterdam
- Understanding China, 1700-2000: A Data Analytic Approach, Part 1 -- The Hong Kong University of Science and Technology
- Understanding China, 1700-2000: A Data Analytic Approach, Part 2 -- The Hong Kong University of Science and Technology
- Artificial Creativity -- Parsons School of Design
- Introduction to Statistics -- Stanford University
- Probability and Statistics: To p or not to p? -- University of London
- Data Science Math Skills
- Introduction to Machine Learning in Production -- DeepLearning.AI
- Machine Learning Data Lifecycle in Production -- DeepLearning.AI
- Information Visualization: Applied Perception -- New York University
- Analyze Data to Answer Questions -- Google
- Ask Questions to Make Data-Driven Decisions -- Google
- Data Analysis with R Programming -- Google
- Foundations: Data, Data, Everywhere -- Google
- Prepare Data for Exploration -- Google
- Process Data from Dirty to Clean -- Google
- Share Data Through the Art of Visualization -- Google
- Build Decision Trees, SVMs, and Artificial Neural Networks -- CertNexus
- Build Regression, Classification, and Clustering Models -- CertNexus
- Information Visualization: Foundations -- New York University
- Machine Learning -- Stanford University
- Machine Learning Onramp -- MathWorks
- Data Analysis and Representation, Selection and Iteration -- University of Colorado
- Introduction to Artificial Intelligence -- IBM
- SQL for Data Science -- University of California, Davis
- AI for Medical Prognosis -- DeepLearning.AI
- Getting Started with SAS Programming -- SAS
- AI for Medical Diagnosis -- DeepLearning.AI
- Convolutional Neural Networks in TensorFlow -- DeepLearning.AI
- Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning -- DeepLearning.AI
- Natural Language Processing in TensorFlow -- DeepLearning.AI
- Sequences, Time Series and Prediction -- DeepLearning.AI
- TensorFlow in Practice Specialization -- DeepLearning.AI
- Convolutional Neural Networks -- DeepLearning.AI
- Deep Learning Specialization -- DeepLearning.AI
- Sequence Models -- DeepLearning.AI
- Introduction to Intel® Distribution of OpenVINO™ toolkit for Computer Vision Applications -- Intel
- Data for Machine Learning -- Alberta Machine Intelligence Institute
- Introduction to Applied Machine Learning -- Alberta Machine Intelligence Institute
- Machine Learning Algorithms: Supervised Learning Tip to Tail -- Alberta Machine Intelligence Institute
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization -- DeepLearning.AI
- Structuring Machine Learning Projects -- DeepLearning.AI
- The Data Scientist’s Toolbox -- The Johns Hopkins University
- Neural Networks and Deep Learning -- DeepLearning.AI
- Neural Networks for Machine Learning -- University of Toronto
Math and science
- Density Functional Theory -- École Polytechnique
- Electrical Properties and Semiconductors -- Arizona State University
- Foundations of Quantum Mechanics -- University of Colorado Boulder
- Physics of silicon solar cells -- École Polytechnique
- Silicon Thin Film Solar Cells -- École Polytechnique
- Differential Equations for Engineers -- The Hong Kong University of Science and Technology
- Semiconductor Physics -- University of Colorado Boulder
- Crystal Structures and Properties of Metals -- Arizona State University
- Introduction to Materials Science -- Arizona State University
- Shape and Property Control of Metals -- Arizona State University
- Introduction to Chemistry: Reactions and Ratios -- Duke University
- Introduction to Chemistry: Structures and Solutions -- Duke University
- Matrix Methods -- University of Minnesota
- Introduction to Forensic Science -- Nanyang Technological University Singapore
- Building 2D Material Heterostructures in VESTA -- Udemy
- Introduction to Molecular Spectroscopy -- The University of Manchester
- Quantum Mechanics (Statistical Thermodynamics Specialization) -- University of Colorado Boulder
- Understanding Modern Physics II: Quantum Mechanics and Atoms -- The Hong Kong University of Science and Technology
- Применение производной и интеграла в курсе общей физики -- Moscow Engineering Physics Institute
- Физика в опытах. Часть 2. Электричество и магнетизм -- Moscow Engineering Physics Institute
- Физика в опытах. Часть 3. Колебания и молекулярная физика -- Moscow Engineering Physics Institute
- Understanding Plants - Part I: What a Plant Knows -- Tel Aviv University
- Understanding Plants - Part II: Fundamentals of Plant Biology -- Tel Aviv University
- Nanotechnology: A Maker’s Course -- Duke University
- Vector Calculus for Engineers -- The Hong Kong University of Science and Technology
- Элементы атомной и ядерной физики (Atomic and nuclear physics) -- Moscow Engineering Physics Institute
- Approximation Algorithms -- EIT Digital
- Biology Everywhere Foundations -- University of Colorado Boulder
- Fibonacci Numbers and the Golden Ratio -- The Hong Kong University of Science and Technology
- Matrix Algebra for Engineers -- The Hong Kong University of Science and Technology
- Recent Advances in Freeform Electronics -- Yonsei University
- Физика в опытах. Часть 1. Механика -- Moscow Engineering Physics Institute
- 2D Materials for Spin-Orbitronics -- Abdus Salam International Centre for Theoretical Physics
- Физика в опытах. Часть 4. Волны и оптика -- Moscow Engineering Physics Institute
- Fundamentals of Macroscopic and Microscopic Thermodynamics -- University of Colorado Boulder
- Materials Data Sciences and Informatics -- Georgia Institute of Technology
- Computational Materials Physics -- Center for Molecular Modeling
- Digital Signal Processing -- EPFL
Programming, software development
- Advanced MATLAB Programming Skills -- MathWorks
- 로봇 및 설비운용프로그램 개발을 위한 PLC제어 프로그램 개발 -- 한국연구재단
- Core MATLAB Skills -- MathWorks
- Explore Data with MATLAB Plots -- MathWorks
- MATLAB Coding Practices for Efficiency and Performance -- MathWorks
- MATLAB Desktop Tools and Troubleshooting Scripts -- MathWorks
- MATLAB Skills for Simulink Modeling -- MathWorks
- Programming in MATLAB -- MathWorks
- 코딩없는 SW개발 -- Chung-Ang University
- Coding Foundations -- Sololearn
- Introduction to JavaScript -- Sololearn
- JavaScript Intermediate -- Sololearn
- C++ Intermediate -- Sololearn
- Introduction to C++ -- Sololearn
- Introduction to Java -- Sololearn
- Java Intermediate -- Sololearn
- C Intermediate -- Sololearn
- Introduction to C -- Sololearn
- Introduction to Symbolic Math with MATLAB -- MathWorks
- MATLAB Onramp -- MathWorks
- Optimization Onramp -- MathWorks
- Linux Shell Scripting: A Project-Based Approach to Learning -- Udemy
- Image Processing with MATLAB -- MathWorks
- Introduction to Computer Vision and Image Processing -- IBM
- Introduction to Linear Algebra with MATLAB -- MathWorks
- Introduction to Symbolic Math with MATLAB -- MathWorks
- Signal Processing Onramp -- MathWorks
- Solving Nonlinear Equations with MATLAB -- MathWorks
- Computer Vision Basics -- The State University of New York
- Introduction to DataFrames.jl -- Julia Academy
- Introduction to Image Processing -- MathWorks
- Image Processing Onramp -- MathWorks
- Vim Masterclass -- Udemy
- Advanced C Programming -- Microchip Technology Inc.
- Open Source Software Development Methods -- The Linux Foundation
- Parallel Computing -- Julia Academy
- Java as a Second Language Specialization -- LearnQuest
- The Java Language -- LearnQuest
- Writing Java Application Code -- LearnQuest
- C Programming: Linked List Data Structures -- Microchip Technology Inc.
- Introduction to Java as a Second Language -- LearnQuest
- Syntax And Structure of C -- Microchip Technology Inc.
- Introduction to Computer Programming -- University of London
- JavaScript Basics -- University of California, Davis
- Configuration Management and the Cloud -- Google
- Introduction to Git and GitHub -- Google
- Troubleshooting and Debugging Techniques -- Google
- Using Python to Interact with the Operating System -- Google
- C for Everyone: Structured Programming -- University of California, Santa Cruz
- Object-Oriented Data Structures in C++ -- University of Illinois Urbana-Champaign
- Julia Scientific Programming -- University of Cape Town
- Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital -- Duke University
Technology
- 배터리 핵심 기술 기초 교육 -- 한국배터리아카데미
- BMS원리이해와 배터리팩 제작 실습 -- 한국배터리아카데미
- 배터리 산업 동향의 이해 -- 한국배터리아카데미
- 사물인터넷(IoT)과 제어기술 -- The Cyber University of Korea
- Tech for Everyone -- Sololearn
- IT제품 속의 반도체 활용과 관련 기술 -- Seoul National University
- Batteries and Electric Vehicles -- Arizona State University
- Battery Comparison, Manufacturing, and Packaging -- Arizona State University
- Battery Technologies Specialization -- Arizona State University
- Lithium Based Batteries -- Arizona State University
- Introduction to battery-management systems -- University of Colorado Boulder
- Non-destructive, high-resolution and time-resolved 3D/4D multiscale analysis of battery cells and their components -- TESCAN
- Primary and Secondary Batteries -- Arizona State University
- Zn and Ni Based Batteries -- Arizona State University
- Photovoltaic Systems -- Technical University of Denmark
- Introduction to Semiconductor Devices 1 -- Korea Advanced Institute of Science and Technology
- Introduction to TCP/IP -- Yonsei University
- CompTIA Practice -- LearnQuest
- Alternate Resonators: SAW, MEMS & Atomic -- Microchip Technology Inc.
- Crystal Oscillators: Challenges And Sources Of Error -- Microchip Technology Inc.
- Crystal Oscillators: Phase Noise and Short-Term Stability -- Microchip Technology Inc.
- Designing with MEMS Oscillators -- Microchip Technology Inc.
- Quartz Oscillators in Space -- Microchip Technology Inc.
- Select a Timing Source for your PCIe Application -- Microchip Technology Inc.
- Surviving the Extremes - Oscillators for Shock, Vibration and Temperature -- Microchip Technology Inc.
- Introduction to Quartz Crystals -- Microchip Technology Inc.
- Introduction to advanced tomography -- Technical University of Denmark
- Nanotechnology and Nanosensors, Part 1 -- Technion - Israel Institute of Technology
- Nanotechnology and Nanosensors, Part 2 -- Technion - Israel Institute of Technology
- Wireless Communications Onramp -- MathWorks
- Battery Charging Applications: Introduction to Battery Pack Design -- Microchip Technology Inc.
- Battery Charging Fundamentals -- Microchip Technology Inc.
- Hello FPGA -- Microchip Technology Inc.
- Intro to the MPLAB® X IDE -- Microchip Technology Inc.
- Power over Ethernet (PoE), Power Delivery (PD) and DC-DC Design Considerations -- Microchip Technology Inc.
- Electric Power Systems -- University at Buffalo
- FPGA computing systems: Background knowledge and introductory materials -- Politecnico di Milano
- Hardware Description Languages for FPGA Design -- University of Colorado Boulder
- Introduction to FPGA Design for Embedded Systems -- University of Colorado Boulder
- Introduction to OpenCL on FPGAs -- Intel
- Internet Connection: How to Get Online? -- Cisco
Other
- 외국인과 함께하는 한국문화 여행 (Korean culture tour with foreigners)-- Hansung University
- 전문가와 동행하는 한국문화 여행 (Korean culture tour with experts) -- Hansung University
- Fundamentals of Journalism -- NBCU Academy
- 스트레스 관리 & 자살예방 -- 울산광역자살예방센터
- Working in Multidisciplinary Teams -- Università di Bologna
- Chinese Culture and Contemporary China -- Nanjing University
- 한국문화로 배우는 한국어 -- Hansung University
- Chino básico: Cómo dar una primera impresión positiva -- Arizona State University
- Wilderness First Aid - Introduction -- University of Colorado System
- 한국어 속의 문화 탐색 -- Kyung Hee University
- Basic Coffee Education -- Woosong University
- In Search for the Origins of Korean Philosophy -- Sungkyunkwan University
- Reviewer, Advanced Theory and Simulations -- Wiley
- Terrorism and Counterterrorism: Comparing Theory and Practice -- Leiden University
- A Bridge to the World: Korean Language for Intermediate 1 -- Sungkyunkwan University
- Introduction to Key Constitutional Concepts and Supreme Court Cases -- University of Pennsylvania
- Aboriginal Worldviews and Education -- University of Toronto
- An Introduction to American Law -- University of Pennsylvania
- Managing Emotions in Times of Uncertainty & Stress -- Yale Center for Emotional Intelligence
- Introduction to Comparative Indo-European Linguistics -- Leiden University
- Spanish Vocabulary: Meeting People -- University of California, Davis
- Chimpanzee Behavior and Conservation -- Duke University
- A Bridge to the World: Korean Language for Beginners 1 -- Sungkyunkwan University
- Emotions: a Philosophical Introduction -- Universitat Autònoma de Barcelona
- Introduction to Korean Philosophy and Culture -- Sungkyunkwan University
- Mountains 101 -- University of Alberta
- Old Norse Mythology in the Sources -- University of Colorado Boulder
- Learn to Speak Korean 1 -- Yonsei University
- Ислам: история, культура, практика (Islam: history, culture, praxis) -- Saint Petersburg State University
- Making Sense of the News: News Literacy Lessons for Digital Citizens -- The University of Hong Kong
- Chicken Behaviour and Welfare -- The University of Edinburgh
- Arabic (MSA) -- Udemy
- Israel State and Society -- The Hebrew University of Jerusalem
- Tricky English Grammar -- University of California, Irvine
- First Step Korean -- Yonsei University
- Stayin’ Alive! First aid in Emergency -- Kazan Federal University
- The Modern World, Part One: Global History from 1760 to 1910 -- University of Virginia
- The Modern World, Part Two: Global History since 1910 -- University of Virginia
- After the Arab Spring – Democratic Aspirations and State Failure -- University of Copenhagen
- Indigenous Canada -- University of Alberta
- The Korean Alphabet: An Introduction to Hangeul -- Sungkyunkwan University
- Economic Growth and Distributive Justice Part I - The Role of the State -- Tel Aviv University
- Optimizing Digital Teaching and Communication -- Centre Européen de Calcul Atomique et Moléculaire
- The Emergence of the Modern Middle East - Part I -- Tel Aviv University
- The Emergence of the Modern Middle East - Part II -- Tel Aviv University
- Graphic Design -- University of Colorado Boulder
- The History of Modern Israel - Part I: From an Idea to a State -- Tel Aviv University
- The History of Modern Israel - Part II: Challenges of Israel as a sovereign state -- Tel Aviv University
- Business Writing -- University of Colorado Boulder
- The Cosmopolitan Medieval Arabic World -- Leiden University
- The Fall and Rise of Jerusalem -- Tel Aviv University
- The Talmud: A Methodological Introduction -- Northwestern University