SISandi Indika Saputrainsuryaeceran.hashnode.dev·Jun 2, 2024 · 9 min readIntroduction to Data Science Basics: Part 3Curse of Dimensionality and Overcoming Challenges. When dealing with a dataset that has high dimensionality (a high number of features), we often encounter various issues and problems: Computational Expense: Processing and training models on dataset...00
SISandi Indika Saputrainsuryaeceran.hashnode.dev·Jun 2, 2024 · 10 min readIntroduction to Data Science Basics: Part 2What is Bayes's theorem and how is it used in data science? Bayes' theorem is a mathematical formula that describes the probability of an event occurring based on prior knowledge of conditions related to the event. In data science, Bayes' theorem is ...00
SISandi Indika Saputrainsuryaeceran.hashnode.dev·Jun 1, 2024 · 10 min readIntroduction to Data Science Basics: Part 1How to perform univariate analysis for numerical and categorical variables? Univariate analysis is a statistical technique used to analyze and describe the characteristics of a single variable. It is a useful tool for understanding the distribution, ...00
SISandi Indika Saputrainsuryaeceran.hashnode.dev·May 26, 2024 · 11 min readTop 5 Sorting Algorithms ComparedSorting algorithms are fundamental to computer science and play a crucial role in optimizing the performance of various applications. Whether you're organizing a list of names or managing complex dataset, understanding how to efficiently sort data is...00
SISandi Indika Saputrainsuryaeceran.hashnode.dev·Apr 11, 2024 · 7 min readUnderstanding Unit Testing in JavaScriptImage by vector4stock on Freepik As a developer or programmer, as long as you create code, one thing is frequently overlooked. Testing is a crucial element of software development because it helps to ensure that the code we produce works as intende...00
