Category: Data science

  • Learn some machine learning fundamentals in an afternoon

    Here is a plan to learn ML fundamentals in an afternoon by watching some videos on youtube: Follow this plan Machine learning fundamentals: What is Bias and Variance? – 6 minutes What is a Tensor? – 12 minutes [Stop and drink coffee, eat a snack] How to address bias and variance: Regularization (e.g. L2/Ridge) – […]

  • How to make interactive plots in Jupyter

    Python has great options for plotting data. However, sometimes you want to explore data by changing parameters and rerunning plots to explore the effect of those changed parameters. This slows down the cycle of exploration. Luckily, Jupyter offers you a way to make you plots interactive, so you can see the effect of parameter changes […]