PinnedErdogan TaskeseninTowards Data ScienceChat with Your Dataset using Bayesian Inferences.The ability to ask questions to your data set has always been an intriguing prospect. You will be surprised how easy it is to learn a local…·13 min read·Nov 13, 2023--2--2
PinnedErdogan TaskeseninTowards Data ScienceA Step-by-Step Guide To Accurately Detect Peaks and Valleys.Peak Detection is a challenging step in many applications. Read and learn how to accurately detect peaks and valleys in 1D vectors and 2D…·13 min read·Sep 25, 2023--5--5
PinnedErdogan TaskeseninTowards Data ScienceThe Path to Success in Data Science Is About Your Ability to Learn. But What to Learn?The chances of successfully delivering data science projects are greatest when you keep learning, but it’s not always clear what to focus…·7 min read·Jun 29, 2023--7--7
PinnedErdogan TaskeseninTowards Data ScienceHow to Find the Best Theoretical Distribution for Your DataKnowing the underlying data distribution is an essential step for data modeling and has many applications, such as anomaly detection…·19 min read·Feb 3, 2023--11--11
PinnedErdogan TaskeseninTowards Data ScienceD3Blocks: The Python Library to Create Interactive and Standalone D3js Charts.Create interactive, and stand-alone charts that are built on the graphics of d3 javascript (d3js) but configurable with Python.·11 min read·Sep 22, 2022--8--8
Erdogan TaskeseninTowards Data ScienceTo Data or Not to Data.The question is not anymore whether we can solve the problem with AI but to what extent it returns sustainable and reliable results. Good…·11 min read·Jan 20, 2024----
Erdogan TaskeseninTowards Data ScienceDetection of Multicollinearity in Data sets using Statistical Testing.Detecting multicollinearity in data sets is an important step but also challenging. I will demonstrate how to detect variables with similar…·11 min read·Oct 21, 2023--3--3
Erdogan TaskeseninTowards Data ScienceThe Next Step is Responsible AI. How Do We Get There?Machine learning solutions take an important place in our lives. It is not only about performance anymore but also about responsibility.·12 min read·Aug 26, 2023--5--5
Erdogan TaskeseninTowards Data ScienceMaximize Your Insights by Choosing the Best Chart: Network, Heatmap, or Sankey?Beautiful visualizations are great but to maximize the interpretability, you need to choose a chart carefully.·9 min read·Aug 13, 2023----
Erdogan TaskeseninTowards Data ScienceEffectively Optimize Your Regression Model with Bayesian Hyperparameter TuningLearn to effectively optimize hyperparameters, and prevent creating overtrained models for XGBoost, CatBoost, and LightBoost·15 min read·Jul 17, 2023----