Maths Fundamentals
- Axiom vs Theorem
- Standard Deviation
- Bayes Theorem
- Normal Distribution
- Poisson Distribution
- Binormal Distribution
- Exponential Distribution
- Gamma Distribution
- Joint Probability Distribution
- Conditional Independence
- Probability Density Function (PDF)
- Nonlinear System vs. Linear System
- Sigmoid Function
- Bell-shaped Function
- Monotonic Function
- Root Mean Square Error
- Cartesian coordinate system and Polar coordinate system
- Dot Product
- Vector Projection
- Normal Vector
- Correlation
- Arithmetic Mean
- Geometric Mean
- Circular Quantity Mean
- Slope/gradient
- Factorial
- Similarity, Dissimilarity and Distance
- Euclidean Distance
- Mahalanobis Distance
- Monte Carlo Simulation
- Radial basis function (RBF)
- Least Square (Optimisation Algorithm)
- Gradient Descent (Optimisation Algorithm)
- Regression
- General Math
- Number
- Real Number
- Matrix
- Basic of Matrix (Matrix Operations)
- Gauss-Jordan Method of Finding the Inverse
- Singular Matrix and Non-singular Matrix
- Gradient
- Jacobian Matrix
- Hessian Matrix
- Covariance Matrix
- Determinant
- Calculus
- Limit
- Derivative
- Derivative of Sigmoid
- Partial Derivative
- Higher Order Partial Derivatives
- Taylor Series
- Application of Derivative
- Optimization
- Linear Approximations
- Newton's Method
- Fibonacci Number/Sequence
- Golden Ratio
- Normal Probability Plot
- C program to print the biggest prime number
- Pi digits
Latest Post
- Dependency injection
- Directives and Pipes
- Data binding
- HTTP Get vs. Post
- Node.js is everywhere
- MongoDB root user
- Combine JavaScript and CSS
- Inline Small JavaScript and CSS
- Minify JavaScript and CSS
- Defer Parsing of JavaScript
- Prefer Async Script Loading
- Components, Bootstrap and DOM
- What is HEAD in git?
- Show the changes in Git.
- What is AngularJS 2?
- Confidence Interval for a Population Mean
- Accuracy vs. Precision
- Sampling Distribution
- Working with the Normal Distribution
- Standardized score - Z score
- Percentile
- Evaluating the Normal Distribution
- What is Nodejs? Advantages and disadvantage?
- How do I debug Nodejs applications?
- Sync directory search using fs.readdirSync