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Udemy Copilot AI Agents for Data Science Bootcamp 2026

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File Name
Size
06-Appendix_A_Machine_Learning_Data_Science_Fundamentals/69-Appendix_A.4_XGBoost_overview.mkv
201 MB
01-Introduction/2-Bootcamp_Outline_Key_Success_Tips.mkv
36 MB
01-Introduction/3-CoPilot_AI_Agents_101.mkv
26 MB
01-Introduction/4-Download_the_Bootcamp_Materials.html
405 B
01-Introduction/2-Resources/Bootcamp_Outline.html
1.7 kB
01-Introduction/4-Resources/CoPilot_for_Data_Science.zip
40 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/5-Module_Agenda_Data_Wrangling_and_Analysis.mkv
13 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/6-Data_Wrangling_Analysis_Feature_Engineering_101.mkv
22 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/7-Prompt_Engineering_Top_5_Prompt_Engineering_Tips.mkv
34 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/8-Prompt_Engineering_Techniques_Zero_Few_and_Chain_of_thought_Prompting.mkv
42 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/9-Pandas_Library_and_CoPilot_Integration.mkv
35 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/10-Project_1_Task_1_Importing_Excel_Files_into_Pandas_DataFrames_with_CoPilot.mkv
92 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/11-Project_1_Task_2_Locating_and_Handling_Missing_Datasets.mkv
68 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/12-Project_1_Task_3_Data_Merging_and_Concatenation_with_CoPilot.mkv
33 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/13-Project_1_Task_4_Data_Analysis_Filtering_and_Sorting.mkv
44 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/14-Project_1_Task_5_Data_Visualization.mkv
62 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/15-Feature_Engineering_Techniques.mkv
88 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/16-Practical_Project_2_Task_1_Data_Loading_Imputation_Exploration.mkv
53 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/17-Practical_Project_2_Task_2_One_Hot_Encoding_Features_Scaling.mkv
27 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/18-Practical_Project_2_Task_3_Pandas_DataFrame_Filtering_Data_Visualization.mkv
25 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/19-Practical_Project_3_Task_1_Project_Overview_GPT_5_Powerful_Features.mkv
34 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/20-Practical_Project_3_Task_2_Build_a_Data_Wrangling_AI_Agent_in_CoPilot.mkv
79 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/21-Practice_Opportunity_Question_Data_Wrangling_Feature_Engineering.mkv
10 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/22-Practice_Opportunity_Solution_Part_1_Data_Wrangling_Feature_Engineering.mkv
41 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/23-Practice_Opportunity_Solution_Part_2_Data_Wrangling_Feature_Engineering.mkv
22 MB
02-Data_Wrangling_and_Analysis_with_CoPilot_GPT_5/24-Concluding_Remarks_and_Thank_You.mkv
8.7 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/25-Module_Agenda_Data_Visualization_Libraries_in_Python.mkv
43 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/26-Data_Visualization_Types.mkv
33 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/27-Project_1_Overview_World_Happiness_Report_Visualization_Storytelling.mkv
25 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/28-Project_1_Part_A_Scatterplot_Best_Fit_Regression_Line_Bar_Chart.mkv
46 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/29-Practice_Opportunity_Question_Scatter_Bar_Regression_Line_Plots.mkv
4.8 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/30-Practice_Opportunity_Solution_Scatter_Bar_Regression_Line_Plots.mkv
45 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/31-Project_1_Part_B_Correlation_Heatmaps_Pairplots_10_GPT_5_Visualizations.mkv
66 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/32-Project_1_Part_C_Analyst_AI_Agent_for_Data_Visualization.mkv
19 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/33-Project_2_Overview_Walmart_Sales_Data_Visualization_Storytelling.mkv
17 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/34-Project_2_Part_A_Walmart_Sales_Data_Visualization_Storytelling.mkv
57 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/35-Project_2_Part_B_Walmart_Sales_Data_Visualization_Storytelling.mkv
54 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/36-Practice_Opportunity_Question_AI_Analyst_Agent.mkv
3.7 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/37-Practice_Opportunity_Solution_AI_Analyst_Agent.mkv
40 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/38-Final_Project_Overview_Cancer_Data_Visualization_Storytelling.mkv
31 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/39-Final_Project_Solution_Part_A_Cancer_Data_Visualization_Storytelling.mkv
36 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/40-Final_Project_Solution_Part_B_Cancer_Data_Visualization_Storytelling.mkv
40 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/41-Final_Project_Solution_Part_C_Cancer_Data_Visualization_Storytelling.mkv
17 MB
03-Data_Visualization_Storytelling_Using_Microsoft_CoPilot_Analyst_AI_Agents/42-Concluding_Remarks_Thank_You.mkv
5.4 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/43-Model_Development_and_Validation_Module_Overview.mkv
14 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/44-Practical_Project_Overview_Build_a_Marketing_Predictor_AI_Agent_in_CoPilot.mkv
28 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/45-ML_Classifier_Models_Comparison_Logistic_Regression_Random_Forest_SVM_..etc.mkv
70 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/46-Classification_Models_KPIs_Confusion_Matrix.mkv
41 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/47-Classification_Models_Practice_Opportunity.mkv
6.1 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/48-Classification_Models_Practice_Opportunity_Solution.mkv
16 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/49-Practical_Project_Build_AI_Agents_in_CoPilot_Part_1.mkv
71 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/50-Practical_Project_Build_AI_Agents_in_CoPilot_Part_2.mkv
34 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/51-Practical_Project_Build_AI_Agents_in_CoPilot_Part_3.mkv
42 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/52-Practical_Project_Build_AI_Agents_in_CoPilot_Part_4.mkv
43 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/53-Practice_Opportunity_Question_Train_ML_Classifier_Models_in_CoPilot.mkv
13 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/54-Practice_Opportunity_Solution_Part_A_Train_ML_Classifier_Models_in_CoPilot.mkv
81 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/55-Practice_Opportunity_Solution_Part_B_Using_CoPilot_Analyst_AI_Agent.mkv
28 MB
04-Model_Development_and_Validation_Using_CoPilot_AI_Agents/56-Conclusion_Summary_Thank_You_Message.mkv
9.2 MB
05-Anomaly_Detection_Using_CoPilot_GPT_5/57-Anomaly_Detection_Module_Agenda.mkv
9.8 MB
05-Anomaly_Detection_Using_CoPilot_GPT_5/58-Introduction_to_Anomaly_Detection_and_Techniques_Overview.mkv
28 MB
05-Anomaly_Detection_Using_CoPilot_GPT_5/59-Z_Score_Anomaly_Detection_Method.mkv
44 MB
05-Anomaly_Detection_Using_CoPilot_GPT_5/60-Practical_Project_Part_A_Build_Anomaly_Detector_AI_Agent_in_CoPilot.mkv
44 MB
05-Anomaly_Detection_Using_CoPilot_GPT_5/61-Practical_Project_Part_B_Build_Anomaly_Detector_AI_Agent_in_CoPilot.mkv
41 MB
05-Anomaly_Detection_Using_CoPilot_GPT_5/62-Isolation_Forest_Algorithm.mkv
70 MB
05-Anomaly_Detection_Using_CoPilot_GPT_5/63-Practice_Opportunity_Question_AI_Agent_for_Isolation_Forest_Anomaly_Detection.mkv
5.7 MB
05-Anomaly_Detection_Using_CoPilot_GPT_5/64-Practice_Opportunity_Solution_AI_Agent_for_Isolation_Forest_Anomaly_Detection.mkv
40 MB
05-Anomaly_Detection_Using_CoPilot_GPT_5/65-Concluding_Remarks_Thank_You.mkv
8.1 MB
06-Appendix_A_Machine_Learning_Data_Science_Fundamentals/66-Appendix_A.1_Simple_Linear_Regression_Math_101.mkv
36 MB
06-Appendix_A_Machine_Learning_Data_Science_Fundamentals/67-Appendix_A.2_Least_Sum_of_Squares.mkv
52 MB
06-Appendix_A_Machine_Learning_Data_Science_Fundamentals/68-Appendix_A.3_Scikit_Learn.mkv
40 MB
01-Introduction/1-Instructor_Introduction_and_CoPilot_for_Data_Science_Practical_Demo.mkv
104 MB
06-Appendix_A_Machine_Learning_Data_Science_Fundamentals/70-Appendix_A.5_Intro_to_XG_Boost.mkv
50 MB
06-Appendix_A_Machine_Learning_Data_Science_Fundamentals/71-Appendix_A.6_What_is_Boosting.mkv
54 MB
06-Appendix_A_Machine_Learning_Data_Science_Fundamentals/72-Appendix_A.7_Ensemble_Decision_Trees.mkv
80 MB
06-Appendix_A_Machine_Learning_Data_Science_Fundamentals/73-Appendix_A.8_Bias_Variance_Tradeoff.mkv
84 MB
06-Appendix_A_Machine_Learning_Data_Science_Fundamentals/74-Appendix_A.9_L2_regularization_Ridge.mkv
55 MB
06-Appendix_A_Machine_Learning_Data_Science_Fundamentals/75-Appendix_A.10_L1_regularization_Lasso.mkv
45 MB
07-Appendix_B_Data_Quality_and_Requirements_in_Data_Science/76-Appendix_B.1_Data_Strategy_and_Key_Components.mkv
60 MB
07-Appendix_B_Data_Quality_and_Requirements_in_Data_Science/77-Appendix_B.2_Data_Strategy_Components_Practical_Example.mkv
26 MB
07-Appendix_B_Data_Quality_and_Requirements_in_Data_Science/78-Appendix_B.3_Defining_Data_Requirements_Part_1.mkv
36 MB
07-Appendix_B_Data_Quality_and_Requirements_in_Data_Science/79-Appendix_B.4_Defining_Data_Requirements_Part_2.mkv
24 MB
07-Appendix_B_Data_Quality_and_Requirements_in_Data_Science/80-Appendix_B.5_Defining_Data_Requirements_Part_3.mkv
63 MB
07-Appendix_B_Data_Quality_and_Requirements_in_Data_Science/81-Appendix_B.6_Data_Quality_Assessment.mkv
39 MB
07-Appendix_B_Data_Quality_and_Requirements_in_Data_Science/82-Appendix_B.7_Data_Labeling.mkv
44 MB
07-Appendix_B_Data_Quality_and_Requirements_in_Data_Science/83-Appendix_B.8_Data_Lake_Vs._Data_Warehouse_Vs._Database.mkv
19 MB
07-Appendix_B_Data_Quality_and_Requirements_in_Data_Science/84-Appendix_B.9_Data_Governance_and_Security.mkv
49 MB
08-Appendix_C_Microsoft_CoPilot_Additional_Optional_Materials/85-Appendix_C.1_Microsoft_CoPilot_Vs._Pro_Vs._Microsoft_365_CoPilot.mkv
66 MB
08-Appendix_C_Microsoft_CoPilot_Additional_Optional_Materials/86-Appendix_C.2_CoPilot_General_Use_Cases_Part_1.mkv
74 MB
08-Appendix_C_Microsoft_CoPilot_Additional_Optional_Materials/87-Appendix_C.3_CoPilot_General_Use_Cases_Part_2.mkv
108 MB
08-Appendix_C_Microsoft_CoPilot_Additional_Optional_Materials/88-Appendix_C.4_Performing_Data_Wrangling_Using_Python_in_Excel.mkv
94 MB
09-Congratulations_Thank_You_Message/89-Congratulations_on_Completing_the_bootcamp.mkv
6.8 MB