[ DevCourseWeb.com ] Udemy - Master Python Data Analysis and Modelling Essentials

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  • Get Bonus Downloads Here.url 182 B
    ~Get Your Files Here !/01 - Introduction/001 Introduction to Course Contents.mp4 99.38 MB
    ~Get Your Files Here !/01 - Introduction/001 Introduction to Course Contents_en.srt 7.25 KB
    ~Get Your Files Here !/01 - Introduction/001 contents-intr.pdf 1.08 MB
    ~Get Your Files Here !/01 - Introduction/002 Introduction to Data Analysis and Modelling.mp4 36.61 MB
    ~Get Your Files Here !/01 - Introduction/002 Introduction to Data Analysis and Modelling_en.srt 4.86 KB
    ~Get Your Files Here !/01 - Introduction/002 data-analysis-model-intr-notes.pdf 554.5 KB
    ~Get Your Files Here !/02 - Setting up Python Environment/001 Installing Anaconda Python.mp4 51.76 MB
    ~Get Your Files Here !/02 - Setting up Python Environment/001 Installing Anaconda Python_en.srt 7.64 KB
    ~Get Your Files Here !/02 - Setting up Python Environment/001 install-anaconda-python-notes.pdf 144.36 KB
    ~Get Your Files Here !/02 - Setting up Python Environment/002 Required Python Packages.mp4 23.04 MB
    ~Get Your Files Here !/02 - Setting up Python Environment/002 Required Python Packages_en.srt 3.27 KB
    ~Get Your Files Here !/02 - Setting up Python Environment/002 packages-required-notes.pdf 338.78 KB
    ~Get Your Files Here !/02 - Setting up Python Environment/003 Installing Required Packages.mp4 55.89 MB
    ~Get Your Files Here !/02 - Setting up Python Environment/003 Installing Required Packages_en.srt 8.75 KB
    ~Get Your Files Here !/02 - Setting up Python Environment/003 install-packages-required-notes.pdf 396.81 KB
    ~Get Your Files Here !/02 - Setting up Python Environment/004 Creating and Accessing Working Directory.mp4 37.16 MB
    ~Get Your Files Here !/02 - Setting up Python Environment/004 Creating and Accessing Working Directory_en.srt 7.3 KB
    ~Get Your Files Here !/02 - Setting up Python Environment/004 creat-access-work-directory-notes.pdf 134.54 KB
    ~Get Your Files Here !/03 - Data Exploration/001 Reading and Writing Data.mp4 115.07 MB
    ~Get Your Files Here !/03 - Data Exploration/001 Reading and Writing Data_en.srt 12.38 KB
    ~Get Your Files Here !/03 - Data Exploration/001 read-write-data-notes.pdf 353.73 KB
    ~Get Your Files Here !/03 - Data Exploration/002 Accessing Basic Information of DataFrame.mp4 90.82 MB
    ~Get Your Files Here !/03 - Data Exploration/002 Accessing Basic Information of DataFrame_en.srt 8.7 KB
    ~Get Your Files Here !/03 - Data Exploration/002 acess-information-notes.pdf 483.63 KB
    ~Get Your Files Here !/03 - Data Exploration/003 Renaming Columns of DataFrame.mp4 121.48 MB
    ~Get Your Files Here !/03 - Data Exploration/003 Renaming Columns of DataFrame_en.srt 11.32 KB
    ~Get Your Files Here !/03 - Data Exploration/003 rename-columns-notes.pdf 277.61 KB
    ~Get Your Files Here !/03 - Data Exploration/004 Slicing DataFrame.mp4 137.89 MB
    ~Get Your Files Here !/03 - Data Exploration/004 Slicing DataFrame_en.srt 15.23 KB
    ~Get Your Files Here !/03 - Data Exploration/004 slicing-data-notes.pdf 713.03 KB
    ~Get Your Files Here !/03 - Data Exploration/005 Sorting DataFrame.mp4 69.98 MB
    ~Get Your Files Here !/03 - Data Exploration/005 Sorting DataFrame_en.srt 6.48 KB
    ~Get Your Files Here !/03 - Data Exploration/005 sort-dataframe-notes.pdf 425.91 KB
    ~Get Your Files Here !/03 - Data Exploration/006 Filtering DataFrame.mp4 140.68 MB
    ~Get Your Files Here !/03 - Data Exploration/006 Filtering DataFrame_en.srt 15.56 KB
    ~Get Your Files Here !/03 - Data Exploration/006 filter-dataframe-notes.pdf 496.72 KB
    ~Get Your Files Here !/03 - Data Exploration/007 Grouping DataFrame.mp4 69.66 MB
    ~Get Your Files Here !/03 - Data Exploration/007 Grouping DataFrame_en.srt 7.02 KB
    ~Get Your Files Here !/03 - Data Exploration/007 group-dataframe-notes.pdf 291.64 KB
    ~Get Your Files Here !/03 - Data Exploration/008 Calculating Summary Statistics of DataFrame.mp4 113.06 MB
    ~Get Your Files Here !/03 - Data Exploration/008 Calculating Summary Statistics of DataFrame_en.srt 12.14 KB
    ~Get Your Files Here !/03 - Data Exploration/008 calculate-statistics-notes.pdf 331.65 KB
    ~Get Your Files Here !/04 - Data Preparation/001 Detecting Missing Values.mp4 109.78 MB
    ~Get Your Files Here !/04 - Data Preparation/001 Detecting Missing Values_en.srt 12.07 KB
    ~Get Your Files Here !/04 - Data Preparation/001 missing-value-detection-notes.pdf 303.45 KB
    ~Get Your Files Here !/04 - Data Preparation/002 Imputing Missing Values.mp4 145.44 MB
    ~Get Your Files Here !/04 - Data Preparation/002 Imputing Missing Values_en.srt 16.67 KB
    ~Get Your Files Here !/04 - Data Preparation/002 impute-missing-values-notes.pdf 281.85 KB
    ~Get Your Files Here !/04 - Data Preparation/003 Detecting Outliers.mp4 184.67 MB
    ~Get Your Files Here !/04 - Data Preparation/003 Detecting Outliers_en.srt 21.17 KB
    ~Get Your Files Here !/04 - Data Preparation/003 outlier-detection-notes.pdf 705.12 KB
    ~Get Your Files Here !/04 - Data Preparation/004 Treating Outliers.mp4 149.1 MB
    ~Get Your Files Here !/04 - Data Preparation/004 Treating Outliers_en.srt 14.25 KB
    ~Get Your Files Here !/04 - Data Preparation/004 outlier-treatement-notes.pdf 520.83 KB
    ~Get Your Files Here !/04 - Data Preparation/005 Correlation Analysis and Feature Selection.mp4 277.21 MB
    ~Get Your Files Here !/04 - Data Preparation/005 Correlation Analysis and Feature Selection_en.srt 24.09 KB
    ~Get Your Files Here !/04 - Data Preparation/005 correlation-feature-selection-notes.pdf 797.84 KB
    ~Get Your Files Here !/04 - Data Preparation/006 Encoding Categorical Values.mp4 221.04 MB
    ~Get Your Files Here !/04 - Data Preparation/006 Encoding Categorical Values_en.srt 21.75 KB
    ~Get Your Files Here !/04 - Data Preparation/006 encode-categorical-notes.pdf 523.62 KB
    ~Get Your Files Here !/04 - Data Preparation/007 Data Splitting.mp4 80.92 MB
    ~Get Your Files Here !/04 - Data Preparation/007 Data Splitting_en.srt 8.47 KB
    ~Get Your Files Here !/04 - Data Preparation/007 split-data-notes.pdf 378.95 KB
    ~Get Your Files Here !/04 - Data Preparation/008 Data Normalization.mp4 275.22 MB
    ~Get Your Files Here !/04 - Data Preparation/008 Data Normalization_en.srt 24.39 KB
    ~Get Your Files Here !/04 - Data Preparation/008 data-normalization-notes.pdf 820.01 KB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/001 Statistical Modelling Process.mp4 26.33 MB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/001 Statistical Modelling Process_en.srt 3.33 KB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/001 classic-linear-statmodel-process-notes.pdf 135.16 KB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/002 Data Normalization in Classic Statistical Regression.mp4 51.74 MB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/002 Data Normalization in Classic Statistical Regression_en.srt 4.93 KB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/002 classic-linear-statmodel-nores-contains-all-the-rest-of-the-section.pdf 634.75 KB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/003 Model Estimation and Result Interpretation.mp4 93.21 MB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/003 Model Estimation and Result Interpretation_en.srt 9.35 KB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/004 Multicollinearity.mp4 85.66 MB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/004 Multicollinearity_en.srt 7.94 KB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/005 Model Improvement.mp4 106.63 MB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/005 Model Improvement_en.srt 10.3 KB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/006 Model Evaluation.mp4 75.84 MB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/006 Model Evaluation_en.srt 6.8 KB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/007 Model Result Visualization.mp4 58 MB
    ~Get Your Files Here !/05 - Classic Statistical Linear Regression Models/007 Model Result Visualization_en.srt 6.33 KB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/001 Machine Learning Modelling Process.mp4 11.98 MB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/001 Machine Learning Modelling Process_en.srt 1.54 KB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/001 ml-linear-model-process-notes.pdf 185.36 KB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/002 Model Trainning.mp4 43.8 MB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/002 Model Trainning_en.srt 4.82 KB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/002 machine-learn-regression-notes.pdf 676.53 KB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/003 Model Evaluation.mp4 34.75 MB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/003 Model Evaluation_en.srt 2.78 KB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/004 Model Improvement.mp4 119.65 MB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/004 Model Improvement_en.srt 10.53 KB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/005 Model Result Visualization.mp4 114.46 MB
    ~Get Your Files Here !/06 - Machine Learning Linear Regression Models/005 Model Result Visualization_en.srt 12.36 KB
    ~Get Your Files Here !/Bonus Resources.txt 386 B

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