Python with Machine Learning 100 Days of Coding like a Pro
Language: English | Size:19.06 GB
Genre:eLearning

Files Included :

1 - History Scope Features and Applications of Python and Installing IDE.mp4 (135.24 MB)
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13 - Python Set Set Items Access Items Add Items Remove Items Join Two Sets.mp4 (253.37 MB)
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14 - Python Dictionary Dictionary Items Dictionary Length Accessing items Update.mp4 (189.54 MB)
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15 - Project Currency Converter.mp4 (143.55 MB)
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16 - Input output Functions Printinput.mp4 (308.89 MB)
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17 - Project Quiz Game.mp4 (76.96 MB)
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18 - Flow Control Statements Conditional Statements if statement How if condition.mp4 (186.48 MB)
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19 - Project Age Calculator.mp4 (108.74 MB)
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20 - Python Loops for loops How for loop works while loop How while loop works.mp4 (288.93 MB)
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21 - Project Rock Paper Scissor.mp4 (109.14 MB)
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22 - Break statement How break works continue statement How continue works.mp4 (135.29 MB)
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23 - Functions passed as parameter Nested Functions Pass Sequence Types of Function.mp4 (334.49 MB)
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24 - Python Functions Creating a Function Calling a Function Function Arguments.mp4 (162.59 MB)
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25 - Project Contact Book App.mp4 (191.62 MB)
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26 - Python Modules Create a Module Naming and Renaming a Module Builtin Modules.mp4 (202.86 MB)
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27 - Project Dice Rolling.mp4 (124.49 MB)
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28 - Project BMI Calculator.mp4 (76.68 MB)
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29 - Comprehensions in python List Comprehensions Dictionary Comprehensions.mp4 (150.57 MB)
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30 - Project Number Guessing Game.mp4 (115.37 MB)
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2 - Python Identifiers Syntax Indentation variables and Comments.mp4 (126.5 MB)
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31 - Introduction to Object Oriented Programming Classes and Objects Create Class.mp4 (444.37 MB)
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32 - OOPs Principles Encapsulation Inheritance Method Overriding Types of Inherit.mp4 (757.04 MB)
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33 - Project ATM.mp4 (106.4 MB)
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34 - What is a File File Modes Open a file on server Read only parts of file.mp4 (347.8 MB)
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35 - Exceptions Exceptions Handling try block Many Exceptions else block.mp4 (370.3 MB)
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36 - Project Todo List App.mp4 (159.29 MB)
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37 - Regular Expressions RegEx Module Sequence Characters Reg Ex Functions.mp4 (269.78 MB)
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38 - project Password Generator.mp4 (90.81 MB)
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39 - Project Tic Tac Toe Project.mp4 (202.66 MB)
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40 - Python Datetime Module Datetime Module Class Python Date Class Python Date.mp4 (364.28 MB)
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41 - Project Birthday Finder.mp4 (58.2 MB)
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42 - Test MySQL Connector Create Connection Create Database Create if Database Ex.mp4 (390.13 MB)
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43 - Python Urllib Module Python Networking What is a Socket Socket Terminology.mp4 (278.48 MB)
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44 - Python Decorators Chaining Decorators Decorators with Parameters Generators.mp4 (369.6 MB)
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3 - Understand Python Numbers Integer Float Complex Numbers Booleans.mp4 (45.14 MB)
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45 - Python Arrays Create an Array Adding Elements to an Array Accessing Element.mp4 (231.47 MB)
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46 - Range Function Parameter Values.mp4 (38.48 MB)
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47 - What is a PIP What is a Package Check if PIP is installed Install PIP.mp4 (68.43 MB)
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48 - Python Closures Closure Function when to use Closures.mp4 (118.12 MB)
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49 - JSON in Python Parse JSON Convert from JSON to Python.mp4 (211.72 MB)
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50 - What is NumPy Why use NumPy Why NumPy is Faster than Lists.mp4 (2.99 MB)
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51 - Create a NumPy ND array Object Dimension in Arrays 0D Arrays 1D Arrays.mp4 (171.98 MB)
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52 - Access Array Elements Access 2DArrays Access 3DArrays Negative Indexing.mp4 (158.55 MB)
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53 - Data Types in NumPy checking the data type of an array.mp4 (122.36 MB)
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54 - Difference between copy and view copy view making changes in the view.mp4 (66.7 MB)
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4 - Identifiers and Variables Creation Rules for Naming Assignment and Output.mp4 (161.95 MB)
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55 - Shape of an Array Get the shape of an Array.mp4 (38.04 MB)
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56 - Reshaping Arrays Reshape from 1D to 2DReshape from 1D to 3DCan we reshape.mp4 (82.25 MB)
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57 - Iterating Arrays Iterating 2D arrays iterating 3D arrays Iterating Arrays.mp4 (114.55 MB)
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58 - Joining NumPy Arrays Joining using Stack Functions Stacking along rows.mp4 (116.92 MB)
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59 - Splitting NumPy Arrays Splitting into Arrays Splitting 2D Arrays Split.mp4 (120.63 MB)
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60 - Joining NumPy Arrays Joining using Stack Functions Stacking along Rows.mp4 (133.07 MB)
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61 - Sorting arrays Sorting arrays of strings Boolean array Sorting a 2D array.mp4 (86.85 MB)
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62 - Filtering Arrays Creating filtering Arrays Creating Filter directly from Array.mp4 (120.34 MB)
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63 - What is Random Number Pseudo Random and True Random Generate Random Number.mp4 (88.91 MB)
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64 - What is Data Distribution Random Distribution Random Permutation of elements.mp4 (133.27 MB)
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5 - Numeric Data TypesBooleansType Conversion Converting One Data Type to Another.mp4 (153.01 MB)
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65 - Visualize Distributions with Seaborn Install Seaborn Distplots.mp4 (62.93 MB)
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66 - Normal Distribution Visualization of Normal Distribution Binomial Distribution.mp4 (161.62 MB)
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67 - What are ufuncs Why use ufuncs What is Vectorization.mp4 (242.18 MB)
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68 - Rounding Decimals Truncation Rounding Floor Ceil Logs Log at Base 2.mp4 (115.26 MB)
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69 - Summations Summation over an axis Cumulative Sum Products.mp4 (130.75 MB)
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70 - Finding LCM Finding LCM in Arrays Finding GCD Finding GCD in Arrays.mp4 (233.25 MB)
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71 - what is a Set Create Sets in NumPy Finding Union Finding Intersection.mp4 (118.45 MB)
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72 - 37 1-Python-Pandas.mp4 (51.17 MB)
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72 - Pandas text Data Operations Create a Text DataFrame with Pandas.mp4 (127.14 MB)
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73 - What is a DataFrame Structure of DataFrame pandas DataFrame Create DataFram.mp4 (266.3 MB)
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74 - Read CSV Files MaxRows Read JSON Dictionary as JSON Analyzing DataFrames.mp4 (87.47 MB)
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6 - Arithmetic Operators Assignment Operators Comparison Operators.mp4 (277.48 MB)
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7 - Project Simple Calculator.mp4 (83.01 MB)
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75 - Data Cleaning Cleaning Empty Cells Remove Rows Replace Empty Values Replace.mp4 (110.36 MB)
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76 - Pandas Missing Values Handling Missing Data Calculation with Missing Data.mp4 (174.47 MB)
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77 - Combining DataFrames Merging DataFrames Parameters Concat DataFrames.mp4 (204.71 MB)
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78 - Pandas groupby Operation group method Parameters Return Value.mp4 (169.56 MB)
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79 - What are Ufuncs Why use Ufuncs What is Vectorization.mp4 (242.17 MB)
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80 - Pandas sortvalues Sort By Labels Order of Sorting Sort the Columns.mp4 (169.25 MB)
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81 - Pandas text DataOperationsCreate a Text DataFrame with PandasChange the Case.mp4 (127.17 MB)
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82 - Pandas Statistics Percent change Covariance Correlation Data Ranking Rank.mp4 (81.98 MB)
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83 - Pandas Indexing loc iloc Use of Notations Using the index operator.mp4 (137.12 MB)
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84 - Regular Expressions RegEx Module Sequence Characters RegEx Functions.mp4 (245.26 MB)
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85 - Pandas Dates Create a Range of Dates Convert string to DataTime.mp4 (184.9 MB)
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10 - Project Email Slicer.mp4 (56.34 MB)
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8 - Defining and String to Variable Single line and Mutliline Strings.mp4 (180.32 MB)
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9 - Define String Indexing String Slicing String Concatenation Checking String.mp4 (191.32 MB)
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86 - Pandas TimeDeltas Passing Strings Passing Integers Data Offsets Totimedelta.mp4 (79.02 MB)
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87 - Categorical Data in Pandas Uses of Categorical Data Object Creation Category.mp4 (181.15 MB)
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88 - Pandas Summary Statistics Pandas Sum Pandas Count Pandas Max.mp4 (161.61 MB)
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89 - Basic Plotting using plot Plotting methods Bar plot.mp4 (178.64 MB)
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90 - What is Matplotlib Installation of Matplotlib Import Matplotlib.mp4 (105.98 MB)
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91 - Matplotlib Markers Format Strings using fmt Line Reference Color Reference.mp4 (199.36 MB)
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92 - Create Lables for a Plots Create Title For a Plots.mp4 (129.9 MB)
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93 - Display Multiple Plots The subplot Function Subplot Title Super Title.mp4 (127.28 MB)
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94 - Creating Scatter Plots Compare Plots Colors Color Each DotColorMap and Color.mp4 (246.36 MB)
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95 - Histogram hist function Create a Histogram Pie chart Lable Pie Chart Start.mp4 (151.75 MB)
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11 - Python List List Length List Indexing List Slicing List Methods Check Lists.mp4 (320.8 MB)
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96 - Seaborn VS Matplotlib Seaborn Importing Libraries Importing DataSet.mp4 (118.77 MB)
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97 - Plotting Univariate Distribution Parameters Displots Jointplot Pairplot Rug.mp4 (170.25 MB)
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98 - Categorical data Plots Barplot Countplot Boxplot Violinplot Stripplot.mp4 (185.07 MB)
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99 - Matrix Plots Heatmap Cluster Plots Griss Facet Grid Joint Grid Regression.mp4 (450.8 MB)
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100 - Histogram What id KDE Fitting Parametric Distrbution Kernel Density Estimat.mp4 (102.83 MB)
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101 - What is SciPy Installation of SciPy Import SciPy Checking SciPy Version.mp4 (176.76 MB)
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102 - SciPy Optimizers Roots of an Equation Minimizing Function What is a Sparse.mp4 (62.23 MB)
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103 - Sparse Matrix Methods Working with Graphs Adjancency Matrix.mp4 (62.23 MB)
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104 - Working with Spatial Data Triangulation Convex Hull KDTrees Distance Matrix.mp4 (152.73 MB)
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105 - Working with matlab Array EXporting Data in Matlab Format.mp4 (145.99 MB)
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106 - What is Plotly and Cuffinks Features of Plotly Install Plotly.mp4 (223.25 MB)
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12 - Python Tuples Tuple Items Tuple length Tuple constructor Tuple Indexing.mp4 (223 MB)
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107 - What is Geographical Plotting How to import packeges Choropleth maps.mp4 (91.28 MB)
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108 - What is Machine Learning How does Machine Learning Work.mp4 (85.33 MB)
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109 - Machine Learning Life Cycle Gathering Data Data Preparation Data Analysis.mp4 (32.99 MB)
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110 - Regression Linear Regression Terminologies Related to Liner Regression.mp4 (282.93 MB)
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111 - Classificatio Algorithm Types of classification Learners in classification Pro.mp4 (195.81 MB)
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112 - What is Support Vector Machine Types of SVM Hyperplane and Support Vector.mp4 (144.79 MB)
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113 - Naive Bayes Alorithm Why it is called Naive Bayes Bayes Theorem.mp4 (115.41 MB)
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114 - What is Decision Tree Decisions Tree Classification Algorithm.mp4 (162.6 MB)
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