TGx:ZeroToMastery | Python for Business Data Analytics & Intelligence [FCO]

Hot Picks

First Cam

New Movies

1080p x265

New TV

Misc

Torrent details for "ZeroToMastery | Python for Business Data Analytics & Intelligence [FCO]" Log in to bookmark

Quicknav > Description Read comments 0 Post guest comment

Torrent details

Name:

ZeroToMastery | Python for Business Data Analytics & Intelligence [FCO]

Controls:

Report Torrent

Torrent verified by Prom3th3uS

Category:

Other > Training

Language:

English

Total Size:

4.88 GB

Info Hash:

e38aee030f4c0924e9f17334004c5fdc3c632078

Added By:

Prom3th3uS :_verified_uploader:

Added:

02-11-2022 22:32

Views:

972

Update stats Post guest comment 0

Health:

Seeds:

Leechers:

Completed:

791

File	Size
0. Websites you may like/1. Get Free Premium Accounts Daily On Our Discord Server!.txt	1.32 kB
0. Websites you may like/2. OneHack.us Premium Cracked Accounts-Tutorials-Guides-Articles Community Based Forum.url	377.00 B
0. Websites you may like/3. FTUApps.com Download Cracked Developers Applications For Free.url	239.00 B
0. Websites you may like/4. FreeCoursesOnline.me Download Udacity, Masterclass, Lynda, PHLearn, etc Free.url	290.00 B
1 Section 1 - Introduction/Exercise_ Meet Your Classmates and Instructor.pdf	250.31 kB
1 Section 1 - Introduction/Introduction/Introduction.mp4	25.10 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	5.40 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	23.80 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
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 - Results Summary/Python - Results Summary.mp4	14.93 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 - 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	186.10 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	15.70 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
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	20.00 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	92.60 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	21.30 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	47.10 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	169.60 kB
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	11.90 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	5.30 MB
4 Section 3 - Intermediary Statistics/Z-Score/Z-Score.mp4	5.80 MB
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	10.80 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	18.60 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	9.30 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	2.90 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	2.80 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	25.20 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
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)/Causal Impact Step-by-Step/Causal Impact Step-by-Step.mp4	3.40 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)/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

Description

Lynda and other Courses >>> https://freecoursesonline.me/
Forum for discussion >>> https://onehack.us/

ZeroToMastery - Python for Business Data Analytics & Intelligence [FCO]

About

Become a top Business Data Analyst. We’ll teach you everything you need to go from a complete beginner to getting hired as an analytics professional. You’ll learn to use Python and the latest industry tools and techniques to make data-driven decisions.

Course Overview

We guarantee you this is the most up-to-date and comprehensive course on learning how to use Python and the latest industry tools and techniques for business data analysis. You'll learn analytics by using real-world data and examples, including the data used in the hit movie Moneyball, to become a top Business Data Analyst and get HIRED this year.

What You'll Learn

- The skills to become a professional Business Analyst and get hired
- Step-by-step guidance from an industry professional
- Learn to use Python for statistics, causal inference, econometrics, segmentaiton, matching, and predictive analytics
- Master the latest data and business analysis tools and techniques including Google Causal Impact, Facebook Prophet, Random Forest and much more
- Participate in challenges and exercises that solidify your knowledge for the real world
- Learn what a Business Analyst does, how they provide value, and why they're in demand
- Analyze real datasets related to Moneyball, wine quality, Wikipedia searches, employee remote work satisfaction, and more
- Learn how to make data-driven decisions
- Enhance your proficiency with Python, one of the most popular programming languages
- Use case studies to learn how analytics have changed the world and help individuals and companies succeed

Are there any prerequisites for this course?

- A computer (Windows, Mac, or Linux) with an internet connection
- Basic Python knowledge. Don't know Python? No problem, you'll get access to our Python Bootcamp here as well where we'll teach you Python from scratch
- A willingness and enthusiasm to learn and take action

Who is this course for?

- Developers that want a step-by-step guide to learn and master Business Data Analytics from scratch all the way to being able to get hired at a top company
- Students who want to go beyond all of the "beginner" Python and Data Analytics tutorials out there
- Developers that want to use their skills in a new discipline
- Programmers who want to learn one of the most in-demand skills
- Developers that want to be in the top 10% of Business Data Analysts
- Students who want to gain experience working on large, interesting datasets
- Bootcamp or online tutorial graduates that want to go beyond the basics
- Students who want to learn from an industry professional with real-world experience, not just another online instructor that teaches off of documentation

Instructor(s)

Hi, I'm Diogo Resende!
Diogo has been working for over a decade as a data scientist. He loves harnessing the power of data and analytics to understand what has happened, what will happen next, and how to use that information to your advantage.

Your instructor (Diogo) isn't just an expert with years of real-world professional experience. He has been in your shoes. He makes learning fun. He makes complex topics feel simple. He will motivate you. He will push you. And he will go above and beyond to help you succeed.

General Info:

Author(s): Diogo Resende
Language: English
Updated: 2022
Videos Duration: 15.5 hours
Course Source: https://zerotomastery.io/courses/learn-business-analytics/