Udemy - Machine Learning & Deep Learning in Python & R (11.2021)
File List
| File | Size |
|---|---|
| 01 - Introduction/001 Introduction.mp4 | 7.51 MB |
| 01 - Introduction/001 Introduction_Downloadly.ir_en.srt | 4.5 KB |
| 01 - Introduction/002 Course Resources.html | 370 B |
| 02 - Setting up Python and Jupyter Notebook/003 Opening Jupyter Notebook.mp4 | 65.19 MB |
| 02 - Setting up Python and Jupyter Notebook/006 Strings in Python_ Python Basics.mp4 | 64.43 MB |
| 02 - Setting up Python and Jupyter Notebook/007 Lists, Tuples and Directories_ Python Basics.mp4 | 60.32 MB |
| 02 - Setting up Python and Jupyter Notebook/009 Working with Pandas Library of Python.mp4 | 46.88 MB |
| 02 - Setting up Python and Jupyter Notebook/008 Working with Numpy Library of Python.mp4 | 43.87 MB |
| 02 - Setting up Python and Jupyter Notebook/004 Introduction to Jupyter.mp4 | 40.91 MB |
| 02 - Setting up Python and Jupyter Notebook/010 Working with Seaborn Library of Python.mp4 | 40.36 MB |
| 02 - Setting up Python and Jupyter Notebook/002 This is a milestone_.mp4 | 20.66 MB |
| 02 - Setting up Python and Jupyter Notebook/001 Installing Python and Anaconda.mp4 | 16.27 MB |
| 02 - Setting up Python and Jupyter Notebook/005 Arithmetic operators in Python_ Python Basics.mp4 | 5.84 MB |
| 02 - Setting up Python and Jupyter Notebook/007 Lists, Tuples and Directories_ Python Basics_Downloadly.ir_en.srt | 20.11 KB |
| 02 - Setting up Python and Jupyter Notebook/006 Strings in Python_ Python Basics_Downloadly.ir_en.srt | 17.98 KB |
| 02 - Setting up Python and Jupyter Notebook/004 Introduction to Jupyter_Downloadly.ir_en.srt | 13.2 KB |
| 02 - Setting up Python and Jupyter Notebook/008 Working with Numpy Library of Python_Downloadly.ir_en.srt | 11.85 KB |
| 02 - Setting up Python and Jupyter Notebook/009 Working with Pandas Library of Python_Downloadly.ir_en.srt | 10.13 KB |
| 02 - Setting up Python and Jupyter Notebook/003 Opening Jupyter Notebook_Downloadly.ir_en.srt | 9.84 KB |
| 02 - Setting up Python and Jupyter Notebook/010 Working with Seaborn Library of Python_Downloadly.ir_en.srt | 8.23 KB |
| 02 - Setting up Python and Jupyter Notebook/005 Arithmetic operators in Python_ Python Basics_Downloadly.ir_en.srt | 4.44 KB |
| 02 - Setting up Python and Jupyter Notebook/002 This is a milestone__Downloadly.ir_en.srt | 3.77 KB |
| 02 - Setting up Python and Jupyter Notebook/001 Installing Python and Anaconda_Downloadly.ir_en.srt | 2.65 KB |
| 03 - Setting up R Studio and R crash course/007 Creating Barplots in R.mp4 | 96.73 MB |
| 03 - Setting up R Studio and R crash course/003 Packages in R.mp4 | 82.94 MB |
| 03 - Setting up R Studio and R crash course/006 Inputting data part 3_ Importing from CSV or Text files.mp4 | 60.1 MB |
| 03 - Setting up R Studio and R crash course/008 Creating Histograms in R.mp4 | 42.02 MB |
| 03 - Setting up R Studio and R crash course/004 Inputting data part 1_ Inbuilt datasets of R.mp4 | 40.74 MB |
| 03 - Setting up R Studio and R crash course/002 Basics of R and R studio.mp4 | 38.84 MB |
| 03 - Setting up R Studio and R crash course/001 Installing R and R studio.mp4 | 35.71 MB |
| 03 - Setting up R Studio and R crash course/005 Inputting data part 2_ Manual data entry.mp4 | 5.82 MB |
| 03 - Setting up R Studio and R crash course/007 Creating Barplots in R_Downloadly.ir_en.srt | 15 KB |
| 03 - Setting up R Studio and R crash course/003 Packages in R_Downloadly.ir_en.srt | 12.24 KB |
| 03 - Setting up R Studio and R crash course/002 Basics of R and R studio_Downloadly.ir_en.srt | 11.97 KB |
| 03 - Setting up R Studio and R crash course/006 Inputting data part 3_ Importing from CSV or Text files_Downloadly.ir_en.srt | 7.03 KB |
| 03 - Setting up R Studio and R crash course/001 Installing R and R studio_Downloadly.ir_en.srt | 6.8 KB |
| 03 - Setting up R Studio and R crash course/008 Creating Histograms in R_Downloadly.ir_en.srt | 6.14 KB |
| 03 - Setting up R Studio and R crash course/004 Inputting data part 1_ Inbuilt datasets of R_Downloadly.ir_en.srt | 4.65 KB |
| 03 - Setting up R Studio and R crash course/005 Inputting data part 2_ Manual data entry_Downloadly.ir_en.srt | 3.35 KB |
| 04 - Basics of Statistics/003 Describing data Graphically.mp4 | 65.39 MB |
| 04 - Basics of Statistics/004 Measures of Centers.mp4 | 38.57 MB |
| 04 - Basics of Statistics/005 Measures of Dispersion.mp4 | 22.85 MB |
| 04 - Basics of Statistics/001 Types of Data.mp4 | 21.76 MB |
| 04 - Basics of Statistics/002 Types of Statistics.mp4 | 3.76 MB |
| 04 - Basics of Statistics/003 Describing data Graphically_Downloadly.ir_en.srt | 12.77 KB |
| 04 - Basics of Statistics/004 Measures of Centers_Downloadly.ir_en.srt | 7.87 KB |
| 04 - Basics of Statistics/005 Measures of Dispersion_Downloadly.ir_en.srt | 5.23 KB |
| 04 - Basics of Statistics/001 Types of Data_Downloadly.ir_en.srt | 5.04 KB |
| 04 - Basics of Statistics/002 Types of Statistics_Downloadly.ir_en.srt | 3.17 KB |
| 05 - Introduction to Machine Learning/001 Introduction to Machine Learning.mp4 | 109.17 MB |
| 05 - Introduction to Machine Learning/002 Building a Machine Learning Model.mp4 | 12.62 MB |
| 05 - Introduction to Machine Learning/001 Introduction to Machine Learning_Downloadly.ir_en.srt | 19.73 KB |
| 05 - Introduction to Machine Learning/002 Building a Machine Learning Model_Downloadly.ir_en.srt | 10.25 KB |
| 06 - Data Preprocessing/016 Bi-variate analysis and Variable transformation.mp4 | 100.39 MB |
| 06 - Data Preprocessing/008 EDD in R.mp4 | 96.98 MB |
| 06 - Data Preprocessing/025 Correlation Matrix in R.mp4 | 83.13 MB |
| 06 - Data Preprocessing/023 Correlation Analysis.mp4 | 71.59 MB |
| 06 - Data Preprocessing/010 Outlier Treatment in Python.mp4 | 70.25 MB |
| 06 - Data Preprocessing/003 The Dataset and the Data Dictionary.mp4 | 69.28 MB |
| 06 - Data Preprocessing/007 EDD in Python.mp4 | 61.8 MB |
| 06 - Data Preprocessing/018 Variable transformation in R.mp4 | 55.42 MB |
| 06 - Data Preprocessing/024 Correlation Analysis in Python.mp4 | 55.3 MB |
| 06 - Data Preprocessing/017 Variable transformation and deletion in Python.mp4 | 44.11 MB |
| 06 - Data Preprocessing/022 Dummy variable creation in R.mp4 | 43.98 MB |
| 06 - Data Preprocessing/020 Dummy variable creation_ Handling qualitative data.mp4 | 36.8 MB |
| 06 - Data Preprocessing/011 Outlier Treatment in R.mp4 | 30.74 MB |
| 06 - Data Preprocessing/004 Importing Data in Python.mp4 | 27.83 MB |
| 06 - Data Preprocessing/021 Dummy variable creation in Python.mp4 | 26.53 MB |
| 06 - Data Preprocessing/014 Missing Value imputation in R.mp4 | 26 MB |
| 06 - Data Preprocessing/012 Missing Value Imputation.mp4 | 24.99 MB |
| 06 - Data Preprocessing/009 Outlier Treatment.mp4 | 24.49 MB |
| 06 - Data Preprocessing/006 Univariate analysis and EDD.mp4 | 24.18 MB |
| 06 - Data Preprocessing/013 Missing Value Imputation in Python.mp4 | 23.42 MB |
| 06 - Data Preprocessing/019 Non-usable variables.mp4 | 20.24 MB |
| 06 - Data Preprocessing/002 Data Exploration.mp4 | 20.11 MB |
| 06 - Data Preprocessing/015 Seasonality in Data.mp4 | 17.01 MB |
| 06 - Data Preprocessing/001 Gathering Business Knowledge.mp4 | 14.52 MB |
| 06 - Data Preprocessing/005 Importing the dataset into R.mp4 | 4.51 MB |
| 06 - Data Preprocessing/016 Bi-variate analysis and Variable transformation_Downloadly.ir_en.srt | 19.34 KB |
| 06 - Data Preprocessing/010 Outlier Treatment in Python_Downloadly.ir_en.srt | 14.13 KB |
| 06 - Data Preprocessing/008 EDD in R_Downloadly.ir_en.srt | 13.19 KB |
| 06 - Data Preprocessing/023 Correlation Analysis_Downloadly.ir_en.srt | 11.92 KB |
| 06 - Data Preprocessing/007 EDD in Python_Downloadly.ir_en.srt | 11.61 KB |
| 06 - Data Preprocessing/018 Variable transformation in R_Downloadly.ir_en.srt | 9.94 KB |
| 06 - Data Preprocessing/025 Correlation Matrix in R_Downloadly.ir_en.srt | 9.59 KB |
| 06 - Data Preprocessing/017 Variable transformation and deletion in Python_Downloadly.ir_en.srt | 9.03 KB |
| 06 - Data Preprocessing/003 The Dataset and the Data Dictionary_Downloadly.ir_en.srt | 8.76 KB |
| 06 - Data Preprocessing/024 Correlation Analysis in Python_Downloadly.ir_en.srt | 6.96 KB |
| 06 - Data Preprocessing/004 Importing Data in Python_Downloadly.ir_en.srt | 6.46 KB |
| 06 - Data Preprocessing/021 Dummy variable creation in Python_Downloadly.ir_en.srt | 6.21 KB |
| 06 - Data Preprocessing/022 Dummy variable creation in R_Downloadly.ir_en.srt | 6.09 KB |
| 06 - Data Preprocessing/019 Non-usable variables_Downloadly.ir_en.srt | 6.03 KB |
| 06 - Data Preprocessing/020 Dummy variable creation_ Handling qualitative data_Downloadly.ir_en.srt | 5.77 KB |
| 06 - Data Preprocessing/009 Outlier Treatment_Downloadly.ir_en.srt | 5.09 KB |
| 06 - Data Preprocessing/011 Outlier Treatment in R_Downloadly.ir_en.srt | 4.89 KB |
| 06 - Data Preprocessing/013 Missing Value Imputation in Python_Downloadly.ir_en.srt | 4.78 KB |
| 06 - Data Preprocessing/012 Missing Value Imputation_Downloadly.ir_en.srt | 4.23 KB |
| 06 - Data Preprocessing/014 Missing Value imputation in R_Downloadly.ir_en.srt | 4.06 KB |
| 06 - Data Preprocessing/006 Univariate analysis and EDD_Downloadly.ir_en.srt | 3.97 KB |
| 06 - Data Preprocessing/015 Seasonality in Data_Downloadly.ir_en.srt | 3.97 KB |
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