Differential Equation with Boundary Conditions Using Finite Difference in Python
Solve differential equations with boundary conditions using Python's NumPy and finite difference method. Master numerical techniques for complex mathematical problems.
Calculus: Finding the Equation of a Line Tangent to a Function
Discover how to determine tangent line equations for functions, with practical examples and Python animation techniques.
Python Decimal to Fraction Conversion - Writing Decimals as Fractions
Learn to convert decimals to fractions using Python, exploring the mediant method and implementing it in code.
Deriving the Volume of a Sphere
Explore the mathematical derivation of a sphere's volume and learn a bonus Monte Carlo calculation method using Python code.
Solving the 2x2 Eigenvalue Problem - Also with Python
Explore eigenvalues and eigenvectors for a 2x2 matrix, with practical Python implementation for solving complex linear algebra problems.
Solving a System of Linear Equations with a Matrix and Python
Learn to solve linear equation systems using matrices and Python, with practical applications in Google CoLab and Jupyter Notebooks.
Markov Random Fields, Markov Chains, and Markov Logic Networks - Probabilistic Graphical Models Tutorial
Explore Markov Random Fields, Logic Networks, and Chains. Dive into probabilistic graphical models with Professor Simari, covering key concepts and applications in AI and machine learning.
Transitioning into AI Roles - Roadmap, Resources, and Mistakes to Avoid
Practical guide for transitioning into AI roles, covering learning roadmap, essential skills, and common pitfalls. Offers insights on getting started and overcoming challenges in the field.
ME3255 - Working on Rocket Problems with Solve_IVP
Explore rocket problem-solving using solve_ivp in Python. Learn to model and analyze rocket dynamics for advanced engineering applications.
Linear Algebra in NumPy and SciPy - ME3255
Learn essential linear algebra operations using NumPy and SciPy libraries in Python for efficient numerical computations and data analysis.
Convergence of Integration Methods and Root Finding with SymPy - ME3255
Explore integration methods and root finding using Sympy, focusing on convergence analysis for enhanced numerical problem-solving skills.
Python ate my Homework - Using SymPy for Mathematical Problem-Solving
Discover SymPy for solving complex math problems with Python. Learn to use Jupyter for assignments and contribute to computational mathematics.
NetworkX is Fast Now - Graph Analytics Unleashed
Discover NetworkX's power for graph analytics, from beginner-friendly API to accelerated backends. Learn to extract insights from data using advanced tools for scalable graph analysis.
Computational Origami - Harnessing Paper Folding for Problem Solving
Explore the computational power of paper folding, from basic arithmetic to solving cubic equations, using Python simulations and origami principles.
Graphs and Vogue Dance: Using Data Structures to Create Choreographies
Explore how graph data structures can be used to create and visualize Vogue Dance choreographies, combining computer science concepts with artistic expression in this innovative approach to dance composition.
Causal Effects via Regression with Python Code - Part 5
Explore regression-based techniques for computing causal effects, including linear regression, double machine learning, and metalearners. Gain practical insights with Python code examples.
Developing New Fast Tools for Assessing Coastal Compound Flood Hazards
Explore fast, open-source tools for assessing coastal flood hazards, including wave-driven effects and compound flooding on large scales.
Creating Generative Art with Python - Tutorial for NFT Enthusiasts
Learn to create unique generative art using Python and the Samila library. Explore techniques for color, seeding, projection types, and iterative creation for NFT-style artwork.
Preprocessing Song Dataset for Melody Generation - Part 1
Learn to preprocess song datasets using music21 in Python. Transpose songs to Cmaj/Amin, filter by note values, and manipulate symbolic music for melody generation projects.
Turning a Blender 2.8 Python Script into an Addon - Beginner Tutorial
Learn to transform a Python script into a Blender 2.8 addon, enhancing your 3D modeling workflow by creating a tool that converts models into voxel-style meshes.
Task Automation with Python Scripting in Blender
Automate repetitive tasks in Blender using Python scripting. Learn to create a script for adding Subsurf modifiers to multiple objects, saving time and increasing productivity in your 3D workflow.