ZeroToMastery - Business Analytics Bootcamp (with Python) Zero to Mastery

4.03 GB | 18min 4s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 Business Analytics Bootcamp (with Python) Zero to Mastery.mp4 | Size: (71.75 MB)
FileName :2 Introduction.mp4 | Size: (10.54 MB)
FileName :5 The Value of a Business Analyst.mp4 | Size: (28.26 MB)
FileName :1 Game Plan for Distribution Charts.mp4 | Size: (9.74 MB)
FileName :10 Box Plot.mp4 | Size: (10.38 MB)
FileName :11 Python Basic Box Plot.mp4 | Size: (7.72 MB)
FileName :12 Python Customizing Box Plot.mp4 | Size: (16.16 MB)
FileName :13 Python Swarmplot.mp4 | Size: (6.4 MB)
FileName :14 Violin Plot.mp4 | Size: (7.44 MB)
FileName :15 Python Violin Plot.mp4 | Size: (23.06 MB)
FileName :16 Ridgeline.mp4 | Size: (14.17 MB)
FileName :17 Python Prepare Data for Ridgeline.mp4 | Size: (20.16 MB)
FileName :18 Python Prepare Chart for Ridgeline.mp4 | Size: (37.48 MB)
FileName :19 Python Customize Layout.mp4 | Size: (21.99 MB)
FileName :2 Histogram.mp4 | Size: (6.98 MB)
FileName :20 Python HTML Export and Building a Cheat Sheet.mp4 | Size: (26.7 MB)
FileName :21 Colours.mp4 | Size: (20.31 MB)
FileName :22 What Did You Learn In This Section.mp4 | Size: (11.44 MB)
FileName :3 CASE STUDY Pokemon Master (Briefing).mp4 | Size: (6.35 MB)
FileName :4 Python Libraries and Data.mp4 | Size: (12.41 MB)
FileName :5 Python Defining Chart Size.mp4 | Size: (4.41 MB)
FileName :6 Python Basic Histogram.mp4 | Size: (10.96 MB)
FileName :7 Python Customizing Histogram.mp4 | Size: (15.34 MB)
FileName :8 Python Adding Vertical Lines.mp4 | Size: (10.09 MB)
FileName :9 Python Adding Horizontal Lines.mp4 | Size: (8.91 MB)
FileName :1 Game Plan for Ranking Charts.mp4 | Size: (9.23 MB)
FileName :10 Python Lollipop Chart.mp4 | Size: (16.71 MB)
FileName :11 Python Customizing a Lollipop Chart.mp4 | Size: (11.45 MB)
FileName :12 Spider Chart.mp4 | Size: (10.54 MB)
FileName :13 Python Spider Chart Preparation.mp4 | Size: (21.75 MB)
FileName :14 Python Basic Spider Chart.mp4 | Size: (21.58 MB)
FileName :15 Python Customizing Spider Chart.mp4 | Size: (40.85 MB)
FileName :16 The Visual Display of Quantitative Information by Edward R Tufte.mp4 | Size: (7.94 MB)
FileName :17 What Did You Learn In This Section.mp4 | Size: (9.24 MB)
FileName :2 Bar Charts.mp4 | Size: (9.49 MB)
FileName :3 CASE STUDY World Happiness (Briefing).mp4 | Size: (6.79 MB)
FileName :4 Python Libraries and Data.mp4 | Size: (13.32 MB)
FileName :5 Python Horizontal Bar Chart.mp4 | Size: (16.71 MB)
FileName :6 Python Customizing Bar Chart.mp4 | Size: (22.52 MB)
FileName :7 Python Vertical Bar Chart.mp4 | Size: (15.14 MB)
FileName :8 Python Highlight a Bar.mp4 | Size: (7 MB)
FileName :9 Lollipop.mp4 | Size: (12.32 MB)
FileName :1 Game Plan for RFM.mp4 | Size: (1.34 MB)
FileName :10 Python Monetary Variable.mp4 | Size: (4.36 MB)
FileName :11 Python Tidying up Dataframe.mp4 | Size: (9.79 MB)
FileName :12 Python Quartiles.mp4 | Size: (21.44 MB)
FileName :13 Python RFM Score.mp4 | Size: (6.08 MB)
FileName :14 Python RFM Function.mp4 | Size: (12.24 MB)
FileName :15 Python Applying RFM Function.mp4 | Size: (7.89 MB)
FileName :16 Python Results Summary.mp4 | Size: (14.48 MB)
FileName :17 CHALLENGE Introduction.mp4 | Size: (9.66 MB)
FileName :18 CHALLENGE Solutions.mp4 | Size: (38.1 MB)
FileName :2 Value Based Segmentation.mp4 | Size: (5.63 MB)
FileName :3 RFM Model.mp4 | Size: (9.05 MB)
FileName :4 CASE STUDY Online Shopping (Briefing).mp4 | Size: (1.65 MB)
FileName :5 Python Directory and Libraries.mp4 | Size: (7.39 MB)
FileName :6 Python Loading Data.mp4 | Size: (12.84 MB)
FileName :7 Python Creating Sales Variable.mp4 | Size: (8.44 MB)
FileName :8 Python Date Variable.mp4 | Size: (11.3 MB)
FileName :9 Python Customer Level Aggregation.mp4 | Size: (16.07 MB)
FileName :1 Game Plan for Gaussian Mixture.mp4 | Size: (1.81 MB)
FileName :10 Python Gaussian Mixture Model.mp4 | Size: (4.28 MB)
FileName :11 Python Cluster Prediction and Assignment.mp4 | Size: (7.79 MB)
FileName :12 Python Interpretation.mp4 | Size: (40.87 MB)
FileName :13 CHALLENGE Introduction.mp4 | Size: (18.24 MB)
FileName :14 CHALLENGE Solutions.mp4 | Size: (91.34 MB)
FileName :15 My Experience with Segmentation.mp4 | Size: (7.21 MB)
FileName :2 Clustering.mp4 | Size: (3.95 MB)
FileName :3 Gaussian Mixture Model.mp4 | Size: (8.3 MB)
FileName :4 CASE STUDY Credit Cards #1 (Briefing).mp4 | Size: (1.77 MB)
FileName :5 Python Directory and Data.mp4 | Size: (7.5 MB)
FileName :6 Python Load Data.mp4 | Size: (8.49 MB)
FileName :7 Python Transform Character Variables.mp4 | Size: (6.36 MB)
FileName :8 AIC and BIC.mp4 | Size: (5.37 MB)
FileName :9 Python Optimal Number of Clusters.mp4 | Size: (20.31 MB)
FileName :1 Game Plan for Random Forest.mp4 | Size: (1.97 MB)
FileName :10 Python Isolate X and Y.mp4 | Size: (7.65 MB)
FileName :11 Python Training and Test Set.mp4 | Size: (18.32 MB)
FileName :12 Python Random Forest Model.mp4 | Size: (9.54 MB)
FileName :13 Python Predictions.mp4 | Size: (4 MB)
FileName :14 Python Classification Report and F1 score.mp4 | Size: (13.96 MB)
FileName :15 Python Feature Importance.mp4 | Size: (13.93 MB)
FileName :16 Parameter Tuning.mp4 | Size: (4.94 MB)
FileName :17 Python Parameter Grid.mp4 | Size: (9.71 MB)
FileName :18 Python Parameter Tuning.mp4 | Size: (26.47 MB)
FileName :19 CHALLENGE Introduction.mp4 | Size: (16.56 MB)
FileName :2 Ensemble Learning and Random Forest.mp4 | Size: (5.13 MB)
FileName :20 CHALLENGE Solutions (Part 1).mp4 | Size: (30.42 MB)
FileName :21 CHALLENGE Solutions (Part 2).mp4 | Size: (32.28 MB)
FileName :3 How Decision Trees Work.mp4 | Size: (9.49 MB)
FileName :4 CASE STUDY Credit Cards #2 (Briefing).mp4 | Size: (1.23 MB)
FileName :5 Python Directory and Libraries.mp4 | Size: (7.16 MB)
FileName :6 Python Loading Data.mp4 | Size: (10.13 MB)
FileName :7 Python Transform Object into Numerical Variables.mp4 | Size: (7.07 MB)
FileName :8 Python Summary Statistics.mp4 | Size: (12.32 MB)
FileName :9 Random Forest Quirks.mp4 | Size: (4.28 MB)
FileName :1 (Facebook) Prophet - Game Plan.mp4 | Size: (2.16 MB)
FileName :10 Python Easter Holiday.mp4 | Size: (8.47 MB)
FileName :11 Python Black Friday Holidays.mp4 | Size: (14.43 MB)
FileName :12 Python Finishing Holiday Preparation.mp4 | Size: (3.37 MB)
FileName :13 Training and Test Set in Time Series.mp4 | Size: (2.52 MB)
FileName :14 Python Training and Test Set.mp4 | Size: (4.29 MB)
FileName :15 (Facebook) Prophet Model.mp4 | Size: (4.1 MB)
FileName :16 Additive vs Multiplicative Seasonality.mp4 | Size: (4 MB)
FileName :17 Python (Facebook) Prophet Model.mp4 | Size: (26.25 MB)
FileName :18 Python Regressor Coefficients.mp4 | Size: (12.93 MB)
FileName :19 Python Forecasting.mp4 | Size: (22.81 MB)
FileName :2 Structural Time Series.mp4 | Size: (3.52 MB)
FileName :20 Python Event Assessment.mp4 | Size: (25.31 MB)
FileName :21 Python Accuracy Assessment.mp4 | Size: (11.02 MB)
FileName :22 Python Visualization.mp4 | Size: (18.11 MB)
FileName :23 Cross-validation.mp4 | Size: (1.56 MB)
FileName :24 Python Cross-validation.mp4 | Size: (24.23 MB)
FileName :25 Python Cross-validation Results and Visualization.mp4 | Size: (18.76 MB)
FileName :26 Parameters to Tune.mp4 | Size: (3.28 MB)
FileName :27 Python Parameter Grid.mp4 | Size: (14.27 MB)
FileName :28 Python Parameter Tuning.mp4 | Size: (25.82 MB)
FileName :29 Python Parameter Tuning Results.mp4 | Size: (18.73 MB)
FileName :3 (Facebook) Prophet.mp4 | Size: (5.13 MB)
FileName :30 CHALLENGE Introduction - Demand in NYC.mp4 | Size: (6.7 MB)
FileName :31 CHALLENGE Solutions (Part 1).mp4 | Size: (25.65 MB)
FileName :32 CHALLENGE Solutions (Part 2).mp4 | Size: (42.11 MB)
FileName :33 CHALLENGE Solutions (Part 3).mp4 | Size: (53.1 MB)
FileName :34 Forecasting at Uber.mp4 | Size: (9.41 MB)
FileName :4 CASE STUDY Wikipedia (Briefing).mp4 | Size: (1.41 MB)
FileName :5 Python Directory and Libraries.mp4 | Size: (6.17 MB)
FileName :6 Python Loading and Inspecting the Data.mp4 | Size: (12.02 MB)
FileName :7 Python Formatting the Date Variable.mp4 | Size: (6.57 MB)
FileName :8 Python Renaming Variables.mp4 | Size: (3.39 MB)
FileName :9 Dynamic Holidays.mp4 | Size: (3.46 MB)
FileName :1 Game Plan for Multivariate AB Testing.mp4 | Size: (4.63 MB)
FileName :10 Python ANOVA and Tukey's HSD Test.mp4 | Size: (24.42 MB)
FileName :11 Python Encoding Variables and Generate Combinations.mp4 | Size: (32.75 MB)
FileName :12 Python Regression Analysis Setup.mp4 | Size: (6.72 MB)
FileName :13 Python Regression Analysis.mp4 | Size: (44.86 MB)
FileName :14 Python Random Forest Model.mp4 | Size: (8.46 MB)
FileName :15 Python Random Forest Evaluation.mp4 | Size: (9.71 MB)
FileName :16 Random Forest Parameter Tuning.mp4 | Size: (5.2 MB)
FileName :17 Python Parameter Tuning.mp4 | Size: (30.45 MB)
FileName :18 Python Parameter Tuning Best Model.mp4 | Size: (12.05 MB)
FileName :19 Python Inferring Untested Variants - Predicting.mp4 | Size: (35.15 MB)
FileName :2 CASE STUDY Google's Homepage Experiment (Briefing).mp4 | Size: (2.5 MB)
FileName :20 Python Inferring Untested Variants - Comparing.mp4 | Size: (68.2 MB)
FileName :21 Python Inferring Untested Variants - Visualizing.mp4 | Size: (33.68 MB)
FileName :22 What Did You Learn in This Section.mp4 | Size: (6.42 MB)
FileName :23 CASE STUDY Coca Cola Share a Coke Campaign.mp4 | Size: (30.57 MB)
FileName :3 Python Libraries and Data.mp4 | Size: (14.42 MB)
FileName :4 Python EDA.mp4 | Size: (18.29 MB)
FileName :5 Multivariate AB Testing (MVT).mp4 | Size: (8.17 MB)
FileName :6 Python Full Factorial Setup.mp4 | Size: (13.26 MB)
FileName :7 Python Full Factorial Testing.mp4 | Size: (33.19 MB)
FileName :8 Partial Factorial Deep Dive.mp4 | Size: (10.61 MB)
FileName :9 Python Partial Factoral Combinations.mp4 | Size: (18.26 MB)
FileName :1 Thank You!.mp4 | Size: (10.48 MB)
FileName :1 Game Plan for Hypothesis Testing for AB Testing.mp4 | Size: (36.37 MB)
FileName :10 Python Levene's Test.mp4 | Size: (19.4 MB)
FileName :11 Python Two Sample T-Test.mp4 | Size: (36.47 MB)
FileName :12 One-Tailed Test vs Two-Tailed Test.mp4 | Size: (13.82 MB)
FileName :13 Python Get to Know the Data.mp4 | Size: (23.18 MB)
FileName :14 Python 1-Tailed Test.mp4 | Size: (23.63 MB)
FileName :15 Chi-square Test.mp4 | Size: (18.17 MB)
FileName :16 Python Get to Know the Data.mp4 | Size: (20.1 MB)
FileName :17 Python Chi-square Test.mp4 | Size: (12.34 MB)
FileName :18 CASE STUDY Google 41 Shades of Blue.mp4 | Size: (12.5 MB)
FileName :2 What is Hypothesis Testing.mp4 | Size: (17.24 MB)
FileName :3 CASE STUDY FashionFiesta (Briefing).mp4 | Size: (5.18 MB)
FileName :4 Python Hypothesis Testing Exercise.mp4 | Size: (43.36 MB)
FileName :5 Confidence Level.mp4 | Size: (14.8 MB)
FileName :6 P-value.mp4 | Size: (16.6 MB)
FileName :7 Python Build a P-value Function with ChatGPT.mp4 | Size: (23.84 MB)
FileName :8 Two Sample T-Test.mp4 | Size: (17.39 MB)
FileName :9 Python Get to Know the Data with ChatGPT.mp4 | Size: (35.96 MB)
FileName :1 Game Plan for Introduction to AB Testing.mp4 | Size: (7.19 MB)
FileName :10 Python Block Randomization.mp4 | Size: (16.91 MB)
FileName :11 Python Stratified Randomization.mp4 | Size: (38.62 MB)
FileName :12 Python Clustered Randomization.mp4 | Size: (33.62 MB)
FileName :13 Determining Sample Size Using Power Analysis.mp4 | Size: (15.7 MB)
FileName :14 Python Sample Size Calculator for Proportions.mp4 | Size: (28.92 MB)
FileName :15 Determining AB Test Sample Sizes for Continuous Outcomes.mp4 | Size: (16.63 MB)
FileName :16 Python Sample Size Calculator for Continuous Variables.mp4 | Size: (20.51 MB)
FileName :17 Python What if We Don't Clean the Outliers.mp4 | Size: (16.3 MB)
FileName :18 Danger of a too High Sample Size.mp4 | Size: (8.95 MB)
FileName :19 Type I and Type II Error.mp4 | Size: (7.56 MB)
FileName :2 CASE STUDY Krushing Kingdoms (Briefing).mp4 | Size: (11.28 MB)
FileName :20 Hypothesis Testing for Proportions.mp4 | Size: (10.5 MB)
FileName :21 Python Sampling Based on Optimal Sample Size.mp4 | Size: (18.59 MB)
FileName :22 Python Preparing Analysis.mp4 | Size: (14.41 MB)
FileName :23 Python Retention Test Post-Analysis.mp4 | Size: (36.79 MB)
FileName :24 Python What if We Don't Sample.mp4 | Size: (28.76 MB)
FileName :25 Python AB Test Post-analysis.mp4 | Size: (21.61 MB)
FileName :26 What Did You Learn in This Section.mp4 | Size: (7.24 MB)
FileName :27 CASE STUDY How AB Testing Helped Obama Raise Millions.mp4 | Size: (24.79 MB)
FileName :3 Python Libraries and Data.mp4 | Size: (27.59 MB)
FileName :4 Python EDA with ChatGPT.mp4 | Size: (53.3 MB)
FileName :5 Python Cleaning Outliers with ChatGPT.mp4 | Size: (41.42 MB)
FileName :6 AB Testing Terminology and Parameters.mp4 | Size: (13.96 MB)
FileName :7 Setting Up Your AB Test for Success.mp4 | Size: (24.63 MB)
FileName :8 Randomization Techniques for AB Testing.mp4 | Size: (30.2 MB)
FileName :9 Python Simple Randomization.mp4 | Size: (7.29 MB)
FileName :1 Game Plan for Intermediate AB Testing.mp4 | Size: (11.44 MB)
FileName :10 Sequential Testing and Early Stopping.mp4 | Size: (10.46 MB)
FileName :11 Python Sequential Testing and Early Stopping.mp4 | Size: (39.81 MB)
FileName :12 CASE STUDY Netflix's Wednesday Thumbnails (Briefing).mp4 | Size: (5.34 MB)
FileName :13 ABC Test.mp4 | Size: (11.01 MB)
FileName :14 Python EDA with ChatGPT.mp4 | Size: (36.41 MB)
FileName :15 Python Chi-square Test with ChatGPT.mp4 | Size: (20.25 MB)
FileName :16 Bonferroni Method.mp4 | Size: (7.02 MB)
FileName :17 Python Bonferroni Method.mp4 | Size: (40.49 MB)
FileName :18 ANOVA Test and Hukey's HSD Test.mp4 | Size: (14.71 MB)
FileName :19 Python ANOVA Test.mp4 | Size: (15.29 MB)
FileName :2 CASE STUDY Amazon's Buy Button (Briefing).mp4 | Size: (6.96 MB)
FileName :20 Python Hukey's HSD Test.mp4 | Size: (19.53 MB)
FileName :21 Limitations and Misinterpretations in AB Tests.mp4 | Size: (13.01 MB)
FileName :22 What Did You Learn in This Section.mp4 | Size: (8.24 MB)
FileName :23 CASE STUDY The Ethical Considerations of Testing - AI in Recruitment.mp4 | Size: (17.26 MB)
FileName :3 Python Kick off.mp4 | Size: (21.84 MB)
FileName :4 Python EDA with ChatGPT.mp4 | Size: (66.83 MB)
FileName :5 Bayesian AB Testing.mp4 | Size: (11.37 MB)
FileName :6 Python Bayesian AB Testing Setup.mp4 | Size: (16.82 MB)
FileName :7 Bayesian Statistics.mp4 | Size: (23.28 MB)
FileName :8 Python Bayesian AB Testing with TensorFlow.mp4 | Size: (52.11 MB)
FileName :9 Python Proportions Test with ChatGPT.mp4 | Size: (48.78 MB)
FileName :1 Why Econometrics and Causal Inference.mp4 | Size: (10.05 MB)
FileName :10 Assumptions Needed.mp4 | Size: (6.45 MB)
FileName :11 Python - Loading More Data.mp4 | Size: (9.25 MB)
FileName :12 Python - Data Preparation.mp4 | Size: (15.16 MB)
FileName :13 Python - Preparing for Correlation Matrix.mp4 | Size: (5.96 MB)
FileName :14 Correlation Recap and Stationarity.mp4 | Size: (6.76 MB)
FileName :15 Python - Stationarity Test.mp4 | Size: (22.23 MB)
FileName :16 Python - Correlation Matrix and Heatmap.mp4 | Size: (28.54 MB)
FileName :17 Python - Google Causal Impact Setup.mp4 | Size: (6.01 MB)
FileName :18 Python - Google Causal Impact.mp4 | Size: (14.34 MB)
FileName :19 Interpretation of Results.mp4 | Size: (8.61 MB)
FileName :2 Google Causal Impact - Game Plan.mp4 | Size: (1.82 MB)
FileName :20 Python - Causal Impact Results.mp4 | Size: (17.5 MB)
FileName :21 CHALLENGE Introduction.mp4 | Size: (15.96 MB)
FileName :22 CHALLENGE Solutions.mp4 | Size: (66.95 MB)
FileName :23 EXERCISE Imposter Syndrome.mp4 | Size: (19.94 MB)
FileName :3 Time Series Data.mp4 | Size: (2.47 MB)
FileName :4 CASE STUDY Bitcoin and Paypal.mp4 | Size: (5.1 MB)
FileName :5 Difference-in-Differences Framework.mp4 | Size: (4.79 MB)
FileName :6 Causal Impact Step-by-Step Guide.mp4 | Size: (2.53 MB)
FileName :7 Python - Installing Packages and Libraries.mp4 | Size: (7.94 MB)
FileName :8 Python - Defining Dates.mp4 | Size: (12.11 MB)
FileName :9 Python - Loading Bitcoin Data.mp4 | Size: (17.01 MB)
FileName :1 Matching - Game Plan.mp4 | Size: (3.78 MB)
FileName :10 Python - Chi-square Test.mp4 | Size: (9.28 MB)
FileName :11 Python - Chi-square Loop.mp4 | Size: (11.38 MB)
FileName :12 The Curse of Dimensionality.mp4 | Size: (3.46 MB)
FileName :13 Python - Transforming Race Variable.mp4 | Size: (25.4 MB)
FileName :14 Python - Transforming Education Variable.mp4 | Size: (15.32 MB)
FileName :15 Python - Cleaning and Preparing Dataset.mp4 | Size: (6.85 MB)
FileName :16 Common Support Region.mp4 | Size: (10.14 MB)
FileName :17 Python - Logistic Regression for Common Support Region.mp4 | Size: (9.97 MB)
FileName :18 Python - Visualizing Common Support Region.mp4 | Size: (15.26 MB)
FileName :19 Python - Matching.mp4 | Size: (20 MB)
FileName :2 What is Matching.mp4 | Size: (6.67 MB)
FileName :20 Matching Robustness Check.mp4 | Size: (2.69 MB)
FileName :21 Python - Repeated Experiment.mp4 | Size: (21.84 MB)
FileName :22 Python - Removing 1 Confounder.mp4 | Size: (7.9 MB)
FileName :23 My Experience with Matching.mp4 | Size: (4.86 MB)
FileName :3 CASE STUDY Catholic Schools & Standardized Tests (Briefing).mp4 | Size: (3.13 MB)
FileName :4 Python - Directory and Libraries.mp4 | Size: (8.97 MB)
FileName :5 Python - Loading Data.mp4 | Size: (12.37 MB)
FileName :6 Unconfoundedness.mp4 | Size: (4.81 MB)
FileName :7 Python - Comparing Means.mp4 | Size: (9.18 MB)
FileName :8 Python - T-Test.mp4 | Size: (14.51 MB)
FileName :9 Python - T-Test Loop.mp4 | Size: (18.64 MB)]
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