GitHub - YahSeh/HarvardX_Python_Data: This repository is an overview of the work done to complete HarvardX's "Introduction to Data Science with Python". This is the last step towards the Professional Certificate : Learning Python for Data Science that I obtained in November 2024.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
1_1_simple_data_plotting.py		1_1_simple_data_plotting.py
1_2_best_k_kNN_reg.py		1_2_best_k_kNN_reg.py
1_2_simple_kNN_reg.py		1_2_simple_kNN_reg.py
2_1_multi_reg_model.py		2_1_multi_reg_model.py
2_1_must_pick_one.py		2_1_must_pick_one.py
2_2_diff_scales.py		2_2_diff_scales.py
2_2_dummy_variables.py		2_2_dummy_variables.py
2_2_mutli_colli_vs_model_pred.py		2_2_mutli_colli_vs_model_pred.py
2_3_line_wont_cut_it.py		2_3_line_wont_cut_it.py
2_3_poly_modeling.py		2_3_poly_modeling.py
3_1_model_selection.py		3_1_model_selection.py
3_1_model_selection_cross_validation.py		3_1_model_selection_cross_validation.py
3_1_model_selection_validation.py		3_1_model_selection_validation.py
4_1_variation_coeff.py		4_1_variation_coeff.py
4_2_bias_variance_tradeoff.py		4_2_bias_variance_tradeoff.py
4_3_hyper_param_ridge.py		4_3_hyper_param_ridge.py
4_3_regu_w_cross_vali.py		4_3_regu_w_cross_vali.py
4_3_simple_lasso_ridge_regu.py		4_3_simple_lasso_ridge_regu.py
Advertising.csv		Advertising.csv

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This repository is an overview of the work done to complete HarvardX's "Introduction to Data Science with Python". This is the last step towards the Professional Certificate : Learning Python for Data Science that I obtained in November 2024.