Data Science & Machine Learning 2022/23

Module code for the DSML module 22-23.

Description

Python/Colab Notebooks covering the fundamentals of the Python programming language and the pandas software library.

This project is licensed under the GNU GPLv3 License - see the LICENSE.md file for details

Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
1_1_Regression_(Stats_vs_ML).ipynb		1_1_Regression_(Stats_vs_ML).ipynb
2_1_Introduction_to_Pandas.ipynb		2_1_Introduction_to_Pandas.ipynb
2_2_Joining_DataFrames.ipynb		2_2_Joining_DataFrames.ipynb
2_3_Calculated_Fields,_Indexing_and_Subsetting.ipynb		2_3_Calculated_Fields,_Indexing_and_Subsetting.ipynb
2_4_Transforms_and_Concatenation.ipynb		2_4_Transforms_and_Concatenation.ipynb
2_5_Exploratory_Data_Analysis.ipynb		2_5_Exploratory_Data_Analysis.ipynb
2_6_Further_Feature_Engineering.ipynb		2_6_Further_Feature_Engineering.ipynb
3_1_Regression_(Full_ML_Approach).ipynb		3_1_Regression_(Full_ML_Approach).ipynb
3_2_Decision_Tree_Classification.ipynb		3_2_Decision_Tree_Classification.ipynb
3_3_Decision_Tree_Regression.ipynb		3_3_Decision_Tree_Regression.ipynb
4_1_K_means_Clustering.ipynb		4_1_K_means_Clustering.ipynb
4_2_DBSCAB_Clustering.ipynb		4_2_DBSCAB_Clustering.ipynb
4_3_PCA_part_one.ipynb		4_3_PCA_part_one.ipynb
4_4_PCA_part_two.ipynb		4_4_PCA_part_two.ipynb
4_5_Natural_Language_Processing.ipynb		4_5_Natural_Language_Processing.ipynb
5_1_Bayesian_Stats_and_ML_p1.ipynb		5_1_Bayesian_Stats_and_ML_p1.ipynb
5_2_Bayesian_Stats_and_ML_p2.ipynb		5_2_Bayesian_Stats_and_ML_p2.ipynb
5_3_Bayesian_Stats_and_ML_p3.ipynb		5_3_Bayesian_Stats_and_ML_p3.ipynb
LICENSE		LICENSE
README.md		README.md