1 Introduction to the Course.mp4 (68.96 MB)
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1 1 Python for Data Analysis- Essential Files.zip (84.21 MB)
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2 Install Python and Anaconda on Windows.mp4 (52.16 MB)
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3 Install Python and Anaconda on Mac.mp4 (59.35 MB)
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1 Conclusion.mp4 (6.37 MB)
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1 Introduction to Spyder.mp4 (27.8 MB)
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2 Basic Run Through of Python.mp4 (81.59 MB)
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3 Basic Foundations of Python.mp4 (144.98 MB)
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1 Introduction to Numpy.mp4 (67.79 MB)
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2 Calculating Statistics with Numpy.mp4 (77.58 MB)
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3 Indexing and Slicing with Numpy.mp4 (72 MB)
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1 Introduction to Pandas.mp4 (21.39 MB)
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2 Accessing Data in a DataFrame.mp4 (95.28 MB)
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3 Grouping and Aggregating Data with DataFrames.mp4 (44.84 MB)
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4 How to Merge DataFrames.mp4 (92.88 MB)
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1 Analyzing Amazon Sales Data - Introduction.mp4 (50.44 MB)
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1 1 Amazon Sales Project.zip (15.58 MB)
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2 Importing, Exploring and Cleaning Data.mp4 (123.65 MB)
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2 1 Amazon Sales Project.zip (15.58 MB)
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3 Aggregating Sales Data.mp4 (178.28 MB)
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4 Renaming Columns and Exporting Data.mp4 (73.71 MB)
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5 Uploading code to Github.mp4 (37.86 MB)
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1 Analyzing E-commerce Orders - Introduction.mp4 (28.36 MB)
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1 1 Ecommerce Orders Project.zip (22.59 MB)
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10 Creating a Scatter Plot.mp4 (120.71 MB)
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11 Creating a Stacked Bar Chart.mp4 (83.25 MB)
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12 Creating Boxplots on Python.mp4 (81.31 MB)
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13 Creating Subplots in Python.mp4 (109.4 MB)
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2 Setting the Working Directory in Python.mp4 (27.64 MB)
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2 1 Ecommerce Orders Project.zip (22.59 MB)
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3 Loading Data Files and Checking Data Quality.mp4 (86.63 MB)
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4 Handling Missing Values in Python.mp4 (84.42 MB)
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5 Checking for Duplicate Data.mp4 (50.98 MB)
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6 Filtering Data on Python.mp4 (127.86 MB)
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7 Merging and Joining DataFrames.mp4 (62.94 MB)
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8 Creating Data Visualizations.mp4 (226.55 MB)
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9 Editing and Customizing Plots in Python.mp4 (78.47 MB)
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1 Analyzing Pizza Sales and Importing Data.mp4 (69.77 MB)
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1 1 Pizza Sales Project.zip (3.61 MB)
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10 Grouping on Python.mp4 (261.96 MB)
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11 Merging and Concatenating in Python.mp4 (297.56 MB)
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12 Changing cases in Python.mp4 (87.37 MB)
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13 Replacing text in Dataframe Columns.mp4 (56.81 MB)
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14 Removing Whitespaces from Columns.mp4 (38.62 MB)
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15 Generating a boxplot.mp4 (98.19 MB)
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16 Project Closeoff.mp4 (6.81 MB)
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2 Exploring Data Frames and Descriptive Statistics.mp4 (74.15 MB)
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2 1 Pizza Sales Project.zip (3.62 MB)
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3 Dealing with Rows and Columns in Pandas.mp4 (66.41 MB)
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4 Understanding Indexing in DataFrames.mp4 (34.94 MB)
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5 Truncating DataFrames and Series in Python.mp4 (56.85 MB)
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6 Filtering DataFrames.mp4 (282.86 MB)
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7 Working with missing data.mp4 (76.72 MB)
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8 Deleting specific rows and columns in a DataFrame.mp4 (126.41 MB)
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9 Sorting DataFrames.mp4 (98.98 MB)
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1 Loan Analysis Overview - Introduction.mp4 (105.64 MB)
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1 1 Loan Analysis Project.zip (133.18 KB)
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10 Classes in Python.mp4 (150.16 MB)
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11 Data Visualizations on Python.mp4 (222.13 MB)
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12 Quick Overview of Subplots in Python.mp4 (57.93 MB)
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2 Importing Data on Python.mp4 (65.03 MB)
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2 1 Loan Analysis Project.zip (133.18 KB)
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3 Joining Data on Python.mp4 (54.52 MB)
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4 Steps to clean data in Python.mp4 (48.41 MB)
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5 Introduction to Functions in Python.mp4 (54.2 MB)
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6 Creating a Function on the Loan Dataset.mp4 (94.37 MB)
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7 Conditional Statements on Python.mp4 (53.57 MB)
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8 Practical Application of Functions and Conditions.mp4 (195.95 MB)
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9 Working with Conditional Statements and Averages in Functions.mp4 (105.21 MB)
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1 Sentiment Analysis - Introduction.mp4 (40.91 MB)
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1 1 Sentiment Analysis Project.zip (8.49 MB)
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2 Loading and Reviewing Data.mp4 (74.01 MB)
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3 Detecting Languages and using try and except.mp4 (92.9 MB)
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4 Cleaning Text Data.mp4 (62.05 MB)
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5 Developing a sentiment function.mp4 (70.61 MB)
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6 Creating a Wordcloud.mp4 (113.03 MB)
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7 Creating a countplot for sentiment.mp4 (26.82 MB)
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