Сиваева Екатерина
1 | Introduction to Python | Comprehensive guide to Python programming for beginners | Computer Science | beginner | book | 120 | 200 | 1 | python, programming, basics |
2 | Linear Algebra for ML | Essential linear algebra concepts for machine learning | Mathematics | intermediate | video | 90 | 0 | 2 | linear algebra, math, machine learning |
3 | Database Design Principles | Learn how to design efficient databases | Computer Science | intermediate | course | 180 | 150 | 3 | database, sql, design |
4 | Advanced Machine Learning | Deep dive into advanced ML algorithms | Computer Science | advanced | book | 240 | 350 | 4 | machine learning, ai, algorithms |
5 | Calculus Fundamentals | Basic calculus concepts and applications | Mathematics | beginner | video | 60 | 0 | 1 | calculus, math, fundamentals |
6 | Web Development Basics | Introduction to HTML, CSS and JavaScript | Computer Science | beginner | course | 120 | 120 | 1 | web, html, css, javascript |
7 | Statistics for Data Science | Statistical methods for data analysis | Statistics | intermediate | book | 180 | 280 | 3 | statistics, data science, analysis |
8 | Neural Networks Explained | Understanding neural networks from scratch | Computer Science | advanced | video | 75 | 0 | 4 | neural networks, deep learning, ai |
9 | Operating Systems Concepts | Fundamental concepts of operating systems | Computer Science | intermediate | book | 210 | 320 | 3 | operating systems, os, concepts |
10 | Quantum Computing Intro | Introduction to quantum computing principles | Physics | advanced | article | 45 | 30 | 4 | quantum, physics, computing |
11 | Data Structures & Algorithms | Essential data structures and algorithms | Computer Science | intermediate | course | 240 | 180 | 3 | data structures, algorithms, programming |
12 | Probability Theory | Probability theory for machine learning | Mathematics | intermediate | book | 150 | 220 | 3 | probability, statistics, math |
13 | Mobile App Development | Building mobile apps with React Native | Computer Science | intermediate | course | 180 | 160 | 3 | mobile, react native, app development |
14 | Computer Vision Basics | Introduction to computer vision techniques | Computer Science | intermediate | video | 80 | 0 | 3 | computer vision, image processing |
15 | Natural Language Processing | NLP techniques and applications | Computer Science | advanced | book | 210 | 340 | 4 | nlp, text processing, ai |
16 | Software Engineering Practices | Best practices in software engineering | Computer Science | intermediate | book | 195 | 310 | 3 | software engineering, practices, development |
17 | Cloud Computing Fundamentals | Introduction to cloud platforms | Computer Science | beginner | course | 90 | 100 | 2 | cloud, aws, azure |
18 | Cryptography Basics | Introduction to cryptographic techniques | Computer Science | intermediate | book | 165 | 240 | 3 | cryptography, security, encryption |
19 | DevOps Essentials | DevOps practices and tools | Computer Science | intermediate | video | 70 | 0 | 3 | devops, deployment, ci/cd |
20 | UI/UX Design Principles | User interface and experience design | Design | beginner | course | 120 | 110 | 2 | ui, ux, design, user experience |
21 | Big Data Analytics | Processing and analyzing large datasets | Computer Science | advanced | book | 225 | 380 | 4 | big data, analytics, hadoop |
22 | Blockchain Technology | Understanding blockchain and cryptocurrencies | Computer Science | advanced | article | 50 | 35 | 4 | blockchain, crypto, distributed systems |
23 | Game Development Basics | Introduction to game development | Game Development | beginner | course | 150 | 140 | 2 | game development, unity, programming |
24 | Network Security | Principles of network security | Computer Science | intermediate | book | 180 | 290 | 3 | network, security, cybersecurity |
25 | Artificial Intelligence Ethics | Ethical considerations in AI development | Ethics | intermediate | article | 40 | 25 | 3 | ai ethics, ethics, artificial intelligence |
26 | Docker Containers | Containerization with Docker | Computer Science | intermediate | video | 65 | 0 | 3 | docker, containers, virtualization |
27 | Kubernetes Orchestration | Container orchestration with Kubernetes | Computer Science | advanced | video | 85 | 0 | 4 | kubernetes, orchestration, containers |
28 | React.js Fundamentals | Building web apps with React | Computer Science | intermediate | course | 135 | 125 | 3 | react, javascript, frontend |
29 | Node.js Backend Development | Server-side development with Node.js | Computer Science | intermediate | course | 165 | 155 | 3 | node.js, backend, javascript |
30 | Machine Learning Deployment | Deploying ML models to production | Computer Science | advanced | video | 75 | 0 | 4 | ml deployment, production, models |
31 | Data Visualization Techniques | Creating effective data visualizations | Data Science | intermediate | book | 170 | 260 | 3 | data visualization, charts, graphs |
32 | Time Series Analysis | Analyzing time series data | Statistics | advanced | book | 190 | 300 | 4 | time series, forecasting, analysis |
33 | Reinforcement Learning | Introduction to reinforcement learning | Computer Science | advanced | book | 205 | 330 | 4 | reinforcement learning, rl, ai |
34 | Computer Graphics Basics | Fundamentals of computer graphics | Computer Science | intermediate | course | 140 | 130 | 3 | computer graphics, rendering, 3d |
35 | Embedded Systems Programming | Programming for embedded systems | Computer Science | advanced | book | 195 | 310 | 4 | embedded systems, iot, programming |
36 | Algorithmic Trading | Algorithms for financial trading | Finance | advanced | course | 180 | 170 | 4 | algorithmic trading, finance, algorithms |
37 | Bioinformatics Intro | Computational methods in biology | Biology | intermediate | book | 175 | 270 | 3 | bioinformatics, biology, computational |
38 | Parallel Computing | Parallel and distributed computing | Computer Science | advanced | book | 210 | 340 | 4 | parallel computing, distributed systems |
39 | Functional Programming | Functional programming concepts | Computer Science | intermediate | book | 160 | 250 | 3 | functional programming, haskell, scala |
40 | Test Driven Development | TDD practices and benefits | Computer Science | intermediate | course | 120 | 110 | 3 | tdd, testing, software development |