Data Manipulation in Python Master Python Numpy Pandas

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Posted on 03 Nov 21:12 | by AD-TEAM | 28 views

Videos Files :
001 Welcome to the course.mkv (2.79 MB)
002 Introduction to Python.mkv (6.2 MB)
004 Setting up Python.mkv (17.01 MB)
005 What is Jupyter.mkv (6.27 MB)
006 Anaconda Installation Windows, Mac & Ubuntu.mkv (42.55 MB)
007 How to implement Python in Jupyter.mkv (4.63 MB)
008 Managing Directories in Jupyter Notebook.mkv (17.51 MB)
009 Input Output.mkv (9.19 MB)
011 Working with different datatypes.mkv (6.94 MB)
012 Variables.mkv (8.82 MB)
015 Arithmetic Operators.mkv (7.94 MB)
019 Comparison Operators.mkv (5.66 MB)
020 Logical Operators.mkv (13.35 MB)
024 Conditional statements.mkv (8.44 MB)
025 Loops.mkv (17.02 MB)
026 Sequences Lists.mkv (13 MB)
027 Sequences Dictionaries.mkv (11.65 MB)
028 Sequences Tuples.mkv (12.59 MB)
032 Functions Built in Functions.mkv (8 MB)
033 Functions User defined Functions.mkv (10.64 MB)
001 Installing Libraries.mkv (12.56 MB)
002 Importing Libraries.mkv (9.47 MB)
003 Pandas Library for Data Science.mkv (13.68 MB)
004 NumPy Library for Data Science.mkv (5.75 MB)
005 Pandas vs NumPy.mkv (8.66 MB)
006 Matplotlib Library for Data Science.mkv (6.76 MB)
007 Seaborn Library for Data Science.mkv (2.99 MB)
001 Introduction to NumPy arrays.mkv (10.21 MB)
002 Creating NumPy arrays.mkv (38.4 MB)
004 Indexing NumPy arrays.mkv (35.37 MB)
006 Array shape.mkv (4.49 MB)
007 Iterating Over NumPy Arrays.mkv (23.06 MB)
001 Basic NumPy arrays zeros().mkv (9.93 MB)
002 Basic NumPy arrays ones().mkv (5.82 MB)
003 Basic NumPy arrays full().mkv (7.64 MB)
005 Adding a scalar.mkv (9.3 MB)
006 Subtracting a scalar.mkv (7.5 MB)
007 Multiplying by a scalar.mkv (9.91 MB)
008 Dividing by a scalar.mkv (10.07 MB)
009 Raise to a power.mkv (5.71 MB)
010 Transpose.mkv (5.74 MB)
011 Element wise addition.mkv (9.98 MB)
012 Element wise subtraction.mkv (7.02 MB)
013 Element wise multiplication.mkv (6.73 MB)
014 Element wise division.mkv (7.15 MB)
015 Matrix multiplication.mkv (10 MB)
017 Statistics.mkv (11.37 MB)
001 What is a Python Pandas DataFrame.mkv (6.99 MB)
002 What is a Python Pandas Series.mkv (4.25 MB)
003 DataFrame vs Series.mkv (1.79 MB)
004 Creating a DataFrame using lists.mkv (14.13 MB)
005 Creating a DataFrame using a dictionary.mkv (6.06 MB)
006 Loading CSV data into python.mkv (10.54 MB)
007 Changing the Index Column.mkv (6.98 MB)
008 Inplace.mkv (9.37 MB)
009 Examining the DataFrame Head & Tail.mkv (5.09 MB)
010 Statistical summary of the DataFrame.mkv (7.02 MB)
011 Slicing rows using bracket operators.mkv (9.69 MB)
013 Indexing columns using bracket operators.mkv (6.46 MB)
014 Boolean list.mkv (8.95 MB)
015 Filtering Rows.mkv (10.08 MB)
016 Filtering rows using & and operators.mkv (10.4 MB)
017 Filtering data using loc().mkv (25.05 MB)
019 Filtering data using iloc().mkv (15.22 MB)
022 Adding and deleting rows and columns.mkv (23.84 MB)
023 Sorting Values.mkv (11.68 MB)
024 Exporting and saving pandas DataFrames.mkv (11.49 MB)
025 Concatenating DataFrames.mkv (3.67 MB)
026 groupby().mkv (20.79 MB)
001 Introduction to Data Cleaning.mkv (5.77 MB)
002 Quality of Data.mkv (2.91 MB)
003 Examples of Anomalies.mkv (7.44 MB)
004 Median based Anomaly Detection.mkv (18.69 MB)
005 Mean based anomaly detection.mkv (20.49 MB)
006 Z score based Anomaly Detection.mkv (20.42 MB)
007 Interquartile Range for Anomaly Detection.mkv (29.91 MB)
008 Dealing with missing values.mkv (44.62 MB)
009 Regular Expressions.mkv (48.68 MB)
010 Feature Scaling.mkv (24.36 MB)
001 Introduction.mkv (3.15 MB)
002 Setting Up Matplotlib.mkv (4.75 MB)
003 Plotting Line Plots using Matplotlib.mkv (10.65 MB)
004 Title, Labels & Legend.mkv (30.19 MB)
005 Plotting Histograms.mkv (6.43 MB)
006 Plotting Bar Charts.mkv (8.17 MB)
007 Plotting Pie Charts.mkv (13.2 MB)
008 Plotting Scatter Plots.mkv (27.54 MB)
009 Plotting Log Plots.mkv (3.42 MB)
010 Plotting Polar Plots.mkv (10.74 MB)
011 Handling Dates.mkv (3.6 MB)
012 Creating multiple subplots in one figure.mkv (25.04 MB)
001 Introduction.mkv (3.06 MB)
002 What is Exploratory Data Analysis.mkv (2.65 MB)
003 Univariate Analysis.mkv (10.23 MB)
004 Univariate Analysis Continuous Data.mkv (45.19 MB)
005 Univariate Analysis Categorical Data.mkv (17.01 MB)
006 Bivariate analysis Continuous & Continuous.mkv (32.99 MB)
007 Bivariate analysis Categorical & Categorical.mkv (26.32 MB)
008 Bivariate analysis Continuous & Categorical.mkv (10.29 MB)
009 Detecting Outliers.mkv (40.04 MB)
010 Categorical Variable Transformation.mkv (36.61 MB)
001 Introduction to Time Series.mkv (7.75 MB)
002 Getting stock data using yfinance.mkv (39.95 MB)
003 Converting a Dataset into Time Series.mkv (42.06 MB)
004 Working with Time Series.mkv (34.63 MB)
005 Time Series Data Visualization with Python.mkv (16.15 MB)

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