Niklas LanginTowards Data ScienceEmbracing Uncertainty: The Power of Fuzzy Logic in Decision-MakingExploring how fuzzy logic enhances AI, systems thinking, and real-world applicationsOct 911Oct 911
Niklas LanginTowards Data ScienceExploring the World of Markov Chains: Unlocking the Power of Probabilistic TransitionsAn Introduction to Markov Chains, their applications, and how to use Monte Carlo Simulations in PythonSep 302Sep 302
Niklas LanginTowards Data ScienceMastering t-SNE: A Comprehensive Guide to Understanding and Implementation in PythonUnlock the power of t-SNE for visualizing high-dimensional data, with a step-by-step Python implementation and in-depth explanations.Sep 20Sep 20
Niklas LanginArtificial Intelligence in Plain EnglishUnderstanding the Softmax Function: A Powerful Tool for Probability EstimationExploring the features, applications, and implementation of the softmax activation function in machine learningJun 12, 2023Jun 12, 2023
Niklas LanginTowards Data ScienceUnveiling the Dropout Layer: An Essential Tool for Enhancing Neural NetworksUnderstanding the Dropout Layer: Improving Neural Network Training and Reducing Overfitting with Dropout RegularizationMay 19, 2023May 19, 2023
Niklas LanginTowards Data ScienceUnlocking the Power of Distributed SQL with Presto: A Comprehensive GuideEverything You Need to Know About Presto and How to Use It in Your Data EnvironmentJan 6, 20232Jan 6, 20232
Niklas LanginTowards Data ScienceThe Importance of Cross Validation in Machine LearningExplaining why Machine Learning needs Cross Validation and how it is done in PythonDec 31, 2022Dec 31, 2022
Niklas LanginTowards Data ScienceMastering Data Manipulation with NumPy Arrays: A Comprehensive GuideLearn how to use NumPy arrays for fast and flexible data manipulation.Dec 20, 2022Dec 20, 2022
Niklas LanginTowards Data ScienceFrom Vectors to Tensors: Exploring the Mathematics of Tensor AlgebraHow Tensors are Used in Machine Learning and BeyondDec 20, 20221Dec 20, 20221
Niklas LanginTowards Data SciencePython Lambda Functions: How to Improve Your Code EfficiencyDiscover the power of anonymous functions and functional programming in PythonDec 16, 20222Dec 16, 20222