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From Sustainability Methods
- 14:29, 2 May 2024 K-Means Algorithm in Python (hist) [11,876 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== K-means is one of the simplest unsupervised learning algorithms that solve the clustering problem, in other words, clas...")
- 09:42, 2 May 2024 Support Vector Machine in Python (hist) [11,927 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== Support Vector Machine (SVM) is a supervised machine learning algorithm which uses supervised learning models to solve...")
- 10:57, 30 April 2024 How To Create Synthetic Data with CTGAN (hist) [20,428 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== Working with data poses challenges such as limited datasets, privacy constraints, and biases. ''Synthetic data'', dist...")
- 08:08, 30 April 2024 Permutation Test (hist) [7,869 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== Permutation testing, a non-parametric statistical method, offers a robust alternative to traditional hypothesis testin...")
- 08:19, 16 April 2024 After the Thesis (hist) [2,861 bytes] Lya (talk | contribs) (Created page with "<!-- there is no button to create a new page - just type https://sustainabilitymethods.org/index.php/ into the URL bar and add the name of the new page at the end (e.g. https:...")
- 12:47, 2 April 2024 Hacks, Habits & Tools (hist) [1,809 bytes] CarloKrügermeier (talk | contribs) (Created page with "== Hacks, Habits & Tools == In this section, you find approaches, ideas, tips or gimmicks that can help improve your work. They can support individuals as well as small to la...")
- 09:32, 31 March 2024 Defense (hist) [7,261 bytes] Lya (talk | contribs) (Created page with "<!-- there is no button to create a new page - just type https://sustainabilitymethods.org/index.php/ into the URL bar and add the name of the new page at the end (e.g. https:...")
- 08:36, 31 March 2024 Getting Words on Paper (hist) [5,937 bytes] Lya (talk | contribs) (Created page with "Sorting through the information you've gathered and actually writing the thesis can feel a bit scary. To help you overcome that feeling and approach your writing process in a...")
- 08:18, 31 March 2024 Design (hist) [6,013 bytes] Lya (talk | contribs) (Created page with "<!-- there is no button to create a new page - just type https://sustainabilitymethods.org/index.php/ into the URL bar and add the name of the new page at the end (e.g. https:...")
- 15:15, 14 March 2024 Linear Regression in Python (hist) [11,783 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== Linear regression is a statistical method that is used to predict a continuous dependent variable (also response or ou...")
- 15:14, 14 March 2024 How to write unreadable und unmaintainable code (hist) [11,097 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== In this guide we will explore how to master the art of producing unreadable and unmaintainable code. By religiously ad...")
- 15:13, 14 March 2024 Handling Categorical Data in Python (hist) [9,611 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Categorical Data. Definition and types== Categorical (Qualitative) data refers to variables that can take on a limited and usually fi...")
- 15:13, 14 March 2024 Factor Analysis (hist) [7,837 bytes] Evgeniyaz (talk | contribs) (Created page with "Factor Analysis THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== If you are working or studying in the field of psychology or market research you will most likely enc...")
- 15:12, 14 March 2024 Decision Trees in Python (hist) [14,135 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE '''In short:''' Decision tree learning is a supervised machine learning method that is both used for classification and regression probl...")
- 15:11, 14 March 2024 Binomial distribution (hist) [8,483 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Definition== Binomial distribution is a probability distribution that summarises the likelihood that a variable will take one of two...")
- 15:25, 27 February 2024 How to Lie with Statistics (hist) [9,041 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== Statistics, when utilized in a misleading manner, have the potential to deceive the casual observer into believing som...")
- 14:55, 27 February 2024 Introduction to Pandas (hist) [14,056 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE Pandas is an important Python library for data analysis that was introduced in 2008 by McKinney. The name Pandas comes from "'''Pan'''el...")
- 11:29, 27 February 2024 Bootstrapping in Python (hist) [9,229 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== The term "bootstrap" is euphonic with the metaphor of pulling oneself up by one's bootstraps, signifying the achieveme...")
- 11:02, 27 February 2024 Scatterplots in Python (hist) [6,688 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== Scatterplot is a helpful tool in data visualization for observing the relationship (also called correlation) between t...")
- 10:09, 27 February 2024 Exploring Different Correlation Coefficients and Plotting Correlations in Python (hist) [13,028 bytes] Evgeniyaz (talk | contribs) (Created page with "THIS ARTICLE IS STILL IN EDITING MODE ==Introduction== There are three types of correlation coefficients, namely Pearson correlation, Spearman's rho and Kendall's tau. The ma...")
- 13:25, 26 February 2024 How professors are hired (hist) [6,052 bytes] LindavH (talk | contribs) (Created page with "particularly in Germany In a nutshell: This is a long elaborate process that is well established and overall works just fine. == The position itself and the beginnings == F...")
- 18:16, 24 February 2024 Messaging Apps (hist) [11,869 bytes] HannahM (talk | contribs) (Created page with "Category:Skills_and_Tools")
