First home super saver scheme
FHSS SchemeThe FHSS scheme allows you to save money for your first home in your super fund. You can apply to have a maximum of $15,000 of your voluntary contributions from any one financial year inclu
Riddles
Blue Eyes Vs Brown EyesThere is an island with exactly 201 residents, 100 with blue eyes, 100 with brown eyes, and the island leader (who has green eyes). To leave the island, one must know their own
Deep Learning Term
Basic TermEpochThe number of times the algorithm runs on the whole training dataset. Batch It denotes the number of samples to be taken to for updating the model parameters. Learning rateIt is a param
Dive into Deep Learning Chapter 1
IntroductionMachine learning is the study of algorithms that can learn from experience. In this book [1], it will teach you the fundamentals of machine learning, focusing in particular on Deep learnin
Deep Learning Notation
Numerical Objects Symbol Meaning LaTeX Notation $x$ A scalar $x$ $X$ A vector $X$ $\mathbf{X}$ A matrix $\mathbf{X}$ $\mathsf{X}$ A general tensor $\mathsf{X}$ $\mathb
Tax updating
Individual income tax rates Taxable income Tax on this income 0 – 18,200 Nil 18,201 – 45,000 19c for each $1 over 18,200 45,001 – 120,000 5,092 plus 32.5c for each $1 over 45,000 120,001 –
