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1086 lines (1086 loc) · 40.1 KB
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{
"subjects": [
{
"name": "Philosophy",
"short": "phil",
"courses": [
{
"title": "Ancient Philosophy",
"short": "ancient",
"lessons": [
"Plato and the World of Forms",
"Aristotle's Ethics and Virtue",
"Stoicism and the Hellenistic Schools",
"Epicurean Philosophy",
"Socrates and the Socratic Method"
]
},
{
"title": "Medieval Philosophy",
"short": "medieval",
"lessons": [
"Introduction to Scholasticism",
"Augustine and Christian Philosophy",
"Aquinas and Natural Theology",
"Avicenna and Islamic Philosophy",
"Ockham and Nominalism"
]
},
{
"title": "Modern Philosophy",
"short": "modern",
"lessons": [
"Descartes' Method of Doubt",
"Spinoza and Rationalism",
"Leibniz and Monadology",
"Locke and Empiricism",
"Hume and Skepticism"
]
},
{
"title": "Existentialism",
"short": "exist",
"lessons": [
"Introduction to Existentialism",
"Kierkegaard and Subjectivity",
"Nietzsche and the Will to Power",
"Sartre and Freedom",
"Heidegger and Being"
]
},
{
"title": "Political Philosophy",
"short": "political",
"lessons": [
"Social Contract Theory",
"Hobbes and Leviathan",
"Locke on Government",
"Rousseau and General Will",
"Marx and Critique of Capitalism"
]
},
{
"title": "Philosophy of Mind",
"short": "mind",
"lessons": [
"Dualism vs. Physicalism",
"Consciousness and Qualia",
"Functionalism and AI",
"Identity Theory and Reductionism",
"Philosophy of Perception"
]
},
{
"title": "Ethics & Moral Philosophy",
"short": "ethics",
"lessons": [
"Introduction to Ethics",
"Utilitarianism and Consequences",
"Kantian Ethics",
"Virtue Ethics and Character",
"Contemporary Moral Issues"
]
},
{
"title": "Epistemology",
"short": "epist",
"lessons": [
"Theory of Knowledge",
"Rationalism vs. Empiricism",
"Skepticism and Certainty",
"Justified True Belief",
"Contemporary Epistemology"
]
},
{
"title": "Logic & Reasoning",
"short": "logic",
"lessons": [
"Basics of Logical Thinking",
"Propositional Logic",
"Predicate Logic",
"Fallacies and Critical Thinking",
"Formal vs. Informal Reasoning"
]
},
{
"title": "Metaphysics",
"short": "metaph",
"lessons": [
"Reality and Being",
"Substance and Essence",
"Time and Space",
"Causality and Determinism",
"Possible Worlds and Modalities"
]
},
{
"title": "Aesthetics",
"short": "aesth",
"lessons": [
"Philosophy of Art",
"Beauty and Taste",
"Art and Emotion",
"Aesthetic Experience",
"Contemporary Art Theory"
]
},
{
"title": "Philosophy of Science",
"short": "sciphil",
"lessons": [
"Scientific Method in Philosophy",
"Falsifiability and Popper",
"Theory and Observation",
"Reductionism vs. Holism",
"Science and Ethics"
]
}
]
},
{
"name": "Mathematics",
"short": "math",
"courses": [
{
"title": "Algebra",
"short": "algebra",
"lessons": [
"Linear Equations",
"Quadratic Equations",
"Polynomials",
"Inequalities",
"Functions and Graphs"
]
},
{
"title": "Geometry",
"short": "geometry",
"lessons": [
"Triangles and Circles",
"Polygons and Quadrilaterals",
"Angles and Parallel Lines",
"Coordinate Geometry",
"Transformations and Symmetry"
]
},
{
"title": "Trigonometry",
"short": "trig",
"lessons": [
"Sine, Cosine, Tangent",
"Trigonometric Identities",
"Inverse Trigonometric Functions",
"Trigonometric Equations",
"Applications in Geometry"
]
},
{
"title": "Calculus I",
"short": "calc1",
"lessons": [
"Limits and Derivatives",
"Differentiation Rules",
"Applications of Derivatives",
"Curve Sketching",
"Optimization Problems"
]
},
{
"title": "Calculus II",
"short": "calc2",
"lessons": [
"Integration Basics",
"Techniques of Integration",
"Definite Integrals",
"Applications of Integration",
"Improper Integrals"
]
},
{
"title": "Differential Equations",
"short": "de",
"lessons": [
"First Order DEs",
"Second Order Linear DEs",
"Systems of DEs",
"Laplace Transforms",
"Applications in Physics and Engineering"
]
},
{
"title": "Linear Algebra",
"short": "linear",
"lessons": [
"Vectors and Matrices",
"Matrix Operations",
"Determinants and Rank",
"Eigenvalues and Eigenvectors",
"Linear Transformations"
]
},
{
"title": "Probability Theory",
"short": "prob",
"lessons": [
"Basic Probability",
"Conditional Probability",
"Discrete Random Variables",
"Continuous Random Variables",
"Probability Distributions"
]
},
{
"title": "Statistics",
"short": "stats",
"lessons": [
"Descriptive Statistics",
"Inferential Statistics",
"Sampling Methods",
"Hypothesis Testing",
"Regression and Correlation"
]
},
{
"title": "Number Theory",
"short": "numtheory",
"lessons": [
"Prime Numbers",
"Divisibility Rules",
"Modular Arithmetic",
"Diophantine Equations",
"Number-Theoretic Functions"
]
},
{
"title": "Discrete Mathematics",
"short": "discrete",
"lessons": [
"Logic and Sets",
"Combinatorics",
"Graph Theory",
"Relations and Functions",
"Boolean Algebra"
]
},
{
"title": "Mathematical Logic",
"short": "mathlogic",
"lessons": [
"Propositional Logic",
"Predicate Logic",
"Proof Techniques",
"Formal Systems",
"Decidability and Completeness"
]
}
]
},
{
"name": "Computer Science",
"short": "cs",
"courses": [
{
"title": "Introduction to Programming",
"short": "introprog",
"lessons": [
"Python Basics",
"Variables and Data Types",
"Control Flow: If & Loops",
"Functions and Modules",
"Error Handling and Debugging"
]
},
{
"title": "Data Structures",
"short": "datastruct",
"lessons": [
"Arrays and Lists",
"Stacks and Queues",
"Linked Lists",
"Trees and Graphs",
"Hash Tables and Dictionaries"
]
},
{
"title": "Algorithms",
"short": "algo",
"lessons": [
"Sorting Algorithms",
"Searching Algorithms",
"Recursion",
"Dynamic Programming",
"Graph Algorithms"
]
},
{
"title": "Databases & SQL",
"short": "db",
"lessons": [
"SQL Queries",
"Joins and Subqueries",
"Indexes and Optimization",
"Transactions and ACID",
"NoSQL Databases Overview"
]
},
{
"title": "Web Development",
"short": "webdev",
"lessons": [
"HTML & CSS",
"JavaScript Basics",
"DOM Manipulation",
"Frontend Frameworks",
"Backend Integration"
]
},
{
"title": "Object-Oriented Programming",
"short": "oop",
"lessons": [
"Classes and Objects",
"Encapsulation and Inheritance",
"Polymorphism",
"Design Patterns",
"OOP in Real Projects"
]
},
{
"title": "Functional Programming",
"short": "fp",
"lessons": [
"Pure Functions",
"Higher-Order Functions",
"Immutable Data Structures",
"Recursion and Map/Reduce",
"Functional Programming in Practice"
]
},
{
"title": "Operating Systems Basics",
"short": "os",
"lessons": [
"Processes and Threads",
"Memory Management",
"File Systems",
"Scheduling and Concurrency",
"Input/Output and Devices"
]
},
{
"title": "Networking & Internet Fundamentals",
"short": "net",
"lessons": [
"TCP/IP Basics",
"HTTP/HTTPS Protocols",
"DNS and IP Addressing",
"Sockets and Ports",
"Network Security Basics"
]
},
{
"title": "Software Engineering Principles",
"short": "se",
"lessons": [
"Agile Methodology",
"Version Control with Git",
"Testing and QA",
"Code Review and Best Practices",
"Software Development Life Cycle"
]
},
{
"title": "Artificial Intelligence Foundations",
"short": "ai",
"lessons": [
"AI Basics",
"Search Algorithms",
"Knowledge Representation",
"Reasoning and Planning",
"AI Ethics and Safety"
]
},
{
"title": "Machine Learning Basics",
"short": "ml",
"lessons": [
"Supervised Learning",
"Unsupervised Learning",
"Evaluation Metrics",
"Feature Engineering",
"Introduction to Neural Networks"
]
}
]
},
{
"name": "Biology",
"short": "bio",
"courses": [
{
"title": "Cell Biology",
"short": "cellbio",
"lessons": [
"Cell Structure",
"Cell Membrane and Transport",
"Organelles and Their Functions",
"Cell Division: Mitosis",
"Cell Division: Meiosis"
]
},
{
"title": "Molecular Biology",
"short": "molbio",
"lessons": [
"Proteins and Enzymes",
"DNA Structure and Function",
"RNA and Transcription",
"Translation and Protein Synthesis",
"Gene Regulation"
]
},
{
"title": "Genetics",
"short": "genetics",
"lessons": [
"DNA and Genes",
"Mendelian Inheritance",
"Genetic Variation and Mutations",
"Chromosomes and Karyotyping",
"Introduction to Genomics"
]
},
{
"title": "Evolutionary Biology",
"short": "evo",
"lessons": [
"Natural Selection",
"Adaptation and Speciation",
"Evolutionary Trees",
"Population Genetics",
"Evolution of Humans"
]
},
{
"title": "Microbiology",
"short": "microbio",
"lessons": [
"Bacteria and Viruses",
"Microbial Growth and Metabolism",
"Pathogens and Disease",
"Antibiotics and Resistance",
"Microbiomes and Ecology"
]
},
{
"title": "Immunology",
"short": "immuno",
"lessons": [
"Immune Response",
"Innate vs Adaptive Immunity",
"Antibodies and Antigens",
"Vaccines and Immunization",
"Autoimmune Diseases"
]
},
{
"title": "Human Anatomy",
"short": "anatomy",
"lessons": [
"Skeletal System",
"Muscular System",
"Nervous System",
"Digestive System",
"Respiratory System"
]
},
{
"title": "Human Physiology",
"short": "physiology",
"lessons": [
"Circulatory System",
"Endocrine System",
"Renal System",
"Reproductive System",
"Homeostasis and Feedback Mechanisms"
]
},
{
"title": "Neuroscience Basics",
"short": "neuro",
"lessons": [
"Neurons and Synapses",
"Neurotransmitters and Signaling",
"Brain Structure and Function",
"Sensory Systems",
"Motor Control"
]
},
{
"title": "Plant Biology",
"short": "plantbio",
"lessons": [
"Photosynthesis",
"Plant Cells and Tissues",
"Plant Growth and Hormones",
"Reproduction in Plants",
"Plant Ecology and Adaptation"
]
},
{
"title": "Animal Behavior",
"short": "behavior",
"lessons": [
"Instincts and Learning",
"Communication in Animals",
"Mating and Reproduction Behavior",
"Foraging and Feeding Strategies",
"Social Behavior and Hierarchies"
]
},
{
"title": "Ecology",
"short": "ecology",
"lessons": [
"Ecosystems",
"Energy Flow and Food Chains",
"Population Dynamics",
"Community Interactions",
"Conservation and Biodiversity"
]
}
]
},
{
"name": "Physics",
"short": "phys",
"courses": [
{
"title": "Classical Mechanics",
"short": "mech",
"lessons": [
"Newton's Laws",
"Kinematics and Motion",
"Work and Energy",
"Momentum and Collisions",
"Rotational Motion"
]
},
{
"title": "Waves & Oscillations",
"short": "waves",
"lessons": [
"Harmonic Motion",
"Wave Properties",
"Sound Waves",
"Interference and Superposition",
"Resonance"
]
},
{
"title": "Fluid Dynamics",
"short": "fluid",
"lessons": [
"Fluid Flow",
"Buoyancy and Archimedes' Principle",
"Viscosity and Drag",
"Bernoulli's Equation",
"Applications in Real Life"
]
},
{
"title": "Thermodynamics",
"short": "thermo",
"lessons": [
"Laws of Thermodynamics",
"Heat Transfer Methods",
"Specific Heat and Calorimetry",
"Thermodynamic Processes",
"Engines and Efficiency"
]
},
{
"title": "Electricity & Magnetism",
"short": "em",
"lessons": [
"Electric Fields",
"Electric Potential and Voltage",
"Circuits and Ohm's Law",
"Magnetic Fields",
"Electromagnetic Induction"
]
},
{
"title": "Optics",
"short": "optics",
"lessons": [
"Reflection and Refraction",
"Lenses and Mirrors",
"Wave Optics: Interference",
"Diffraction and Polarization",
"Optical Instruments"
]
},
{
"title": "Special Relativity",
"short": "relativity",
"lessons": [
"Time Dilation",
"Length Contraction",
"Relativistic Mass and Energy",
"Simultaneity",
"Twin Paradox"
]
},
{
"title": "Quantum Mechanics",
"short": "quantum",
"lessons": [
"Wave-Particle Duality",
"Uncertainty Principle",
"Quantum States and Superposition",
"Schrödinger Equation Basics",
"Quantum Tunneling"
]
},
{
"title": "Nuclear Physics",
"short": "nuclear",
"lessons": [
"Radioactivity",
"Nuclear Reactions",
"Fission and Fusion",
"Nuclear Energy Applications",
"Radiation Safety"
]
},
{
"title": "Particle Physics",
"short": "particle",
"lessons": [
"Fundamental Particles",
"Quarks and Leptons",
"Forces and Interactions",
"The Standard Model",
"Particle Accelerators"
]
},
{
"title": "Astrophysics",
"short": "astro",
"lessons": [
"Stars and Galaxies",
"Stellar Evolution",
"Cosmology and the Universe",
"Black Holes and Neutron Stars",
"Exoplanets and Observational Methods"
]
},
{
"title": "Statistical Physics",
"short": "statphys",
"lessons": [
"Entropy",
"Boltzmann Distribution",
"Microstates and Macrostates",
"Statistical Ensembles",
"Applications in Thermodynamics"
]
}
]
},
{
"name": "Chemistry",
"short": "chem",
"courses": [
{
"title": "General Chemistry",
"short": "genchem",
"lessons": [
"Atoms and Molecules",
"Chemical Bonds",
"Stoichiometry",
"States of Matter",
"Chemical Reactions"
]
},
{
"title": "Organic Chemistry I",
"short": "org1",
"lessons": [
"Carbon Compounds",
"Hydrocarbons",
"Functional Groups",
"Isomerism",
"Nomenclature of Organic Molecules"
]
},
{
"title": "Organic Chemistry II",
"short": "org2",
"lessons": [
"Organic Reactions",
"Substitution and Elimination Reactions",
"Addition Reactions",
"Oxidation and Reduction",
"Synthesis of Organic Compounds"
]
},
{
"title": "Inorganic Chemistry",
"short": "inorg",
"lessons": [
"Periodic Table",
"Main Group Elements",
"Transition Metals",
"Coordination Compounds",
"Crystal Field Theory"
]
},
{
"title": "Physical Chemistry",
"short": "physchem",
"lessons": [
"Thermodynamics",
"Chemical Kinetics",
"Chemical Equilibrium",
"Electrochemistry",
"Quantum Chemistry Basics"
]
},
{
"title": "Analytical Chemistry",
"short": "analyt",
"lessons": [
"Titrations",
"Spectroscopy",
"Chromatography",
"Mass Spectrometry",
"Qualitative Analysis"
]
},
{
"title": "Biochemistry",
"short": "biochem",
"lessons": [
"Proteins and Enzymes",
"Carbohydrates",
"Lipids",
"Nucleic Acids",
"Metabolic Pathways"
]
},
{
"title": "Environmental Chemistry",
"short": "envchem",
"lessons": [
"Pollutants",
"Acid Rain and Ozone",
"Water Chemistry",
"Air Quality",
"Sustainable Chemistry Practices"
]
},
{
"title": "Materials Chemistry",
"short": "matchem",
"lessons": [
"Polymers",
"Ceramics",
"Metals and Alloys",
"Nanomaterials",
"Smart Materials"
]
},
{
"title": "Quantum Chemistry",
"short": "quantchem",
"lessons": [
"Electron Orbitals",
"Wavefunctions and Schrödinger Equation",
"Molecular Orbital Theory",
"Chemical Bonding in Molecules",
"Spectroscopy from Quantum Perspective"
]
},
{
"title": "Industrial Chemistry",
"short": "indchem",
"lessons": [
"Chemical Manufacturing",
"Process Optimization",
"Safety and Hazard Management",
"Catalysis in Industry",
"Sustainable Industrial Practices"
]
},
{
"title": "Chemical Engineering Principles",
"short": "chemeng",
"lessons": [
"Process Design",
"Mass and Energy Balances",
"Heat and Mass Transfer",
"Reaction Engineering",
"Separation Processes"
]
}
]
},
{
"name": "Geography",
"short": "geo",
"courses": [
{
"title": "Physical Geography",
"short": "physgeo",
"lessons": [
"Earth's Structure",
"Landforms and Topography",
"Rocks and Minerals",
"Plate Tectonics",
"Volcanoes and Earthquakes"
]
},
{
"title": "Climatology",
"short": "climate",
"lessons": [
"Atmosphere and Weather",
"Climate Zones",
"Weather Patterns",
"Global Warming and Climate Change",
"Extreme Weather Events"
]
},
{
"title": "Hydrology",
"short": "hydro",
"lessons": [
"Water Cycle",
"Rivers and Lakes",
"Groundwater and Aquifers",
"Floods and Droughts",
"Water Management"
]
},
{
"title": "Biogeography",
"short": "biogeo",
"lessons": [
"Ecosystems and Biomes",
"Flora and Fauna Distribution",
"Human Impacts on Ecosystems",
"Conservation Strategies",
"Biodiversity Hotspots"
]
},
{
"title": "Geomorphology",
"short": "geomorph",
"lessons": [
"Erosion and Weathering",
"River and Coastal Processes",
"Glacial Landscapes",
"Desert Landforms",
"Mountain Building"
]
},
{
"title": "Human Geography",
"short": "humgeo",
"lessons": [
"Population Distribution",
"Urbanization",
"Cultural Landscapes",
"Migration and Demographics",
"Economic Geography"
]
},
{
"title": "Geospatial Technologies",
"short": "geotech",
"lessons": [
"Maps and Cartography",
"Geographic Information Systems (GIS)",
"Remote Sensing",
"GPS and Navigation",
"Spatial Data Analysis"
]
},
{
"title": "Environmental Geography",
"short": "envgeo",
"lessons": [
"Natural Resources",
"Pollution and Waste Management",
"Deforestation and Land Use",
"Sustainable Development",
"Environmental Policies"
]
},
{
"title": "Oceanography",
"short": "ocean",
"lessons": [
"Ocean Currents",
"Marine Ecosystems",
"Tides and Waves",
"Sea Level Changes",
"Human Impacts on Oceans"
]
},
{
"title": "Meteorology",
"short": "meteo",
"lessons": [
"Atmospheric Pressure",
"Wind Systems",
"Storm Formation",
"Weather Forecasting",
"Climate Modeling"
]
}
]
},
{
"name": "History",
"short": "hist",
"courses": [
{
"title": "Ancient Civilizations",
"short": "ancientciv",
"lessons": [
"Egypt and Mesopotamia",
"Indus Valley Civilization",
"Ancient China: Shang & Zhou Dynasties",
"Pre-Columbian Americas",
"Persian Empire"
]
},
{
"title": "Classical Greece & Rome",
"short": "classical",
"lessons": [
"Greek Philosophy",
"Athenian Democracy",
"The Peloponnesian War",
"Rise of Rome",
"Roman Republic and Empire"
]
},
{
"title": "Middle Ages",
"short": "middleages",
"lessons": [
"Early Medieval Europe",
"Feudalism and Manorialism",
"The Crusades",
"The Black Death",
"Rise of Monarchies"
]
},
{
"title": "Renaissance & Reformation",
"short": "renaissance",
"lessons": [
"Humanism and Art",
"Scientific Discoveries",
"Martin Luther and the Reformation",
"Printing Revolution",
"Political Changes in Europe"
]
},
{
"title": "Age of Exploration",
"short": "exploration",
"lessons": [
"Early Navigators",
"Columbus and the Americas",