PinnedFarzad NobarinTowards Data ScienceTime Series — From Analyzing the Past to Predicting the FutureHow to learn from the past with time series.Oct 2313Oct 2313
PinnedFarzad NobarinTowards Data ScienceMathematics I Look for in Data Scientist InterviewsLet’s rebuild our data science foundation.Oct 911Oct 911
Farzad NobarinTowards Data ScienceTime Series — ARIMA vs. SARIMA vs. LSTM: Hands-On TutorialLet’s forecast the future step by stepOct 33Oct 33
Farzad NobarinTowards Data ScienceHyperparameter Optimization with Genetic Algorithms — A Hands-On TutorialA step-by-step tutorial of using genetic algorithms for optimization tasks.Sep 26Sep 26
Farzad NobarinTowards Data SciencePrincipal Component Analysis — Hands-On TutorialDimensionality reduction through Principal Component Analysis (PCA).Sep 182Sep 182
Farzad NobarinTowards Data ScienceDeploy Models with AWS SageMaker Endpoints — Step by Step ImplementationA 4-step tutorial on creating a SageMaker endpoint and calling it.Aug 30Aug 30
Farzad NobarinTowards Data ScienceOpenAI API — Intro & 11 Practical Implementation Examples of the Models Behind ChatGPTA programmatic approach to use models behind ChatGPT.Nov 7, 2023Nov 7, 2023
Farzad NobarinTowards Data ScienceXGBoost: Intro, Step-by-Step Implementation, and Performance ComparisonExtreme Gradient Boosting: A quick and reliable classifierSep 29, 20232Sep 29, 20232
Farzad NobarHyperparameter Optimization with Hyperband — 30x Faster Than Bayesian OptimizationA step-by-step tutorial for Hyperband hyperparameter optimization.Sep 18, 20232Sep 18, 20232
Farzad NobarinTowards Data ScienceHyperparameter Optimization With Hyperopt — Intro & ImplementationImproving machine learning models’ performance with hyperparameter optimization.Jun 5, 20232Jun 5, 20232
