Intro to Data Science Using Python Your Best Starting Point


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Torrent Size : 382.5 MB


Intro to Data Science Using Python Your Best Starting Point
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Torrent File Content (67 files)


Intro to Data Science Using Python- Your Best Starting Point
    6. Model Evaluation and Refinement
          1. Model Evaluation and Refinement.mp4 -
25.9 MB

     Visit Coursedrive.org.url -
124 bytes

     ReadMe.txt -
220 bytes

     Visit Coursedrive.org.url -
124 bytes

    1. Pre Introduction Installation and Guides
          1. Installing Anaconda.mp4 -
23.54 MB

          1. Installing Anaconda.srt -
5.13 KB

          2. Your Way Around Jupyter Notebooks.mp4 -
22.35 MB

          2. Your Way Around Jupyter Notebooks.srt -
7.84 KB

          3. Dealing with The Course's Notebooks.mp4 -
5.72 MB

          3. Dealing with The Course's Notebooks.srt -
1.29 KB

    2. Review Introduction
          1. The Problem.mp4 -
9.33 MB

          1. The Problem.srt -
2.83 KB

          2. Understanding the Data.mp4 -
16.74 MB

          2. Understanding the Data.srt -
3.2 KB

          3. Python Packages for Data Science.mp4 -
6.72 MB

          3. Python Packages for Data Science.srt -
3.32 KB

          4. Importing and Exporting Data in Python.mp4 -
17.6 MB

          4. Importing and Exporting Data in Python.srt -
5.43 KB

          5. Getting Started Analyzing Data in Python.mp4 -
17.6 MB

          5. Getting Started Analyzing Data in Python.srt -
5.43 KB

          6. Lab 1 Review Introduction.html -
174 bytes

    3. Data Wrangling
          1. Pre-processing Data in Python.mp4 -
7.35 MB

          1. Pre-processing Data in Python.srt -
3.05 KB

          2. Dealing with Missing Values in Python.mp4 -
17.75 MB

          2. Dealing with Missing Values in Python.srt -
8.02 KB

          3. Data Formatting in Python.mp4 -
12.05 MB

          3. Data Formatting in Python.srt -
4.3 KB

          4. Data Normalization in Python.mp4 -
10.87 MB

          4. Data Normalization in Python.srt -
4.83 KB

          5. Binning in Python.mp4 -
7.18 MB

          5. Binning in Python.srt -
2.61 KB

          6. Turning Categorical Variables into Quantitative Variables in Python.mp4 -
5.06 MB

          6. Turning Categorical Variables into Quantitative Variables in Python.srt -
2.26 KB

          7. Lab 2 Data Wrangling.html -
174 bytes

    4. Exploratory Data Analysis
          1. Exploratory Data Analysis.mp4 -
3.28 MB

          1. Exploratory Data Analysis.srt -
1.69 KB

          2. Descriptive Statistics.mp4 -
15.67 MB

          2. Descriptive Statistics.srt -
6.91 KB

          3. GroupBy in Python.mp4 -
8.38 MB

          3. GroupBy in Python.srt -
4.61 KB

          4. Correlation.mp4 -
7.85 MB

          4. Correlation.srt -
3.49 KB

          5. Correlation Statistics.mp4 -
11.68 MB

          5. Correlation Statistics.srt -
4.3 KB

          6. Analysis of Variance ANOVA.mp4 -
12.78 MB

          6. Analysis of Variance ANOVA.srt -
5.11 KB

          7. Lab 3 Exploratory Data Analysis.html -
174 bytes

    5. Model Development
          1. Model Development.mp4 -
6.33 MB

          1. Model Development.srt -
2.27 KB

          2. Linear Regression and Multiple Linear Regression.mp4 -
19.72 MB



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