[Tutsgalaxy.com] - The Python Mega Course Build 10 Real World Applications

  24 Application 9 Building a Data Collector Web App with PostGreSQL and Flask

   209 app9-datacollector-flask-postgres.zip

   209 Demonstration of the Web Application.mp4

   210 Steps for Building a PostGreSQL Database-enabled Web App with Flask.mp4

   211 Building the Front End HTML Part.mp4

   212 Building the Front End CSS Part.mp4

   213 Building the Back End Getting User Input.mp4

   214 Building the Back End Creating the PostGreSQL Database Model.mp4

   215 Building the Back End Storing User Data to the Database.mp4

   216 Building the Back End Emailing Database Values Back to the User.mp4

   217 Building the Back End Sending Statistics to Users.mp4

   218 runtime-link.txt

   219 Bonus Lecture User Downloads and Uploads.mp4

  01 Getting Started

   001 Course Introduction.mp4

   002 Three Typical Python Programs.mp4

   003 Setting up Python on Windows.mp4

   004 Setting up Python on Mac.mp4

   005 Creating and Executing a Python Program on Windows.mp4

   006 Creating and Executing a Python Program on Mac.mp4

   007 Setting up Atom on Windows.mp4

   008 Setting up Atom on Mac.mp4

   external_links.txt

  02 Variables Datatypes and Functions

   010 Section Introduction.mp4

   011 Variables.mp4

   012 Numbers.mp4

   013 Numbers and Operators.mp4

   014 Strings.mp4

   015 String Indexing and Splitting.mp4

   016 Lists.mp4

   017 Tuples.mp4

   018 Dictionaries.mp4

  03 Dealing with Programming Errors

   019 Syntax Errors.mp4

   020 Runtime Errors.mp4

   021 Fixing Difficult Errors.mp4

   022 The Structure of a Good Programming Question.mp4

   023 Exception Handling in Python.mp4

  04 Conditionals

   024 Section Introduction.mp4

   025 Functions - The basics.mp4

   027 Functions - Advanced Features-subtitle-en.srt

   028 Functions and User Input-subtitle-en.srt

   029 About the Exercises.html

   031 Solution Simple Function.html

   033 Solution Calculate Length.html

   034 Conditionals.mp4

   035 Conditionals - Advanced.mp4

   037 Solution Functions and Conditionals 1.html

   039 Solution Functions and Conditionals 2.html

   041 Solution Functions and Conditionals 3.html

  05 Loops and User Input

   042 Loops.mp4

   043 The For Loop.mp4

   045 Solution Simple For Loop.html

   047 Solution For Loop with Conditional Block.html

   048 User Input.mp4

   049 The While Loop.mp4

   050 For Loop with Multiple Lists.mp4

   052 Solution Functions Conditionals and Loops.html

  06 File Handling

   053 Introduction to File Handling.mp4

   054 Opening and Reading a File-subtitle-en.srt

   055 Exercise Reading Files.html

   056 Solution Reading Files.html

   057 fruits.txt

   059 Opening and Writing Text to a Text File-subtitle-en.srt

   060 Exercise Writing Multiple Lines in a Text File.html

   062 Solution Writing Multiple Lines in a Text File.html

   063 Appending to a Text File.mp4

   064 The Rest of File Handling Methods.mp4

   065 The With Statement.mp4

   067 Solution File Handling Loops Functions and Conditionals.html

  07 More Functionalities

   068 Introduction.mp4

   069 Modules Libraries and Packages.mp4

   070 Commenting and Documenting your Code.mp4

   071 Working with Dates and Times.mp4

   072 file3.txt

   074 Solution Merging Text Files.html

  08 Application 1 Building an Interactive Dictionary

   075 Demonstration of the Interactive Dictionary-subtitle-en.srt

   076 data.json

   076 The Data Source.mp4

   077 Loading the JSON Data into a Python Dictionary.mp4

   078 Returning the Definition for a Word.mp4

   079 Counting for Non-existing Words.mp4

   080 Making the Program Letter Case Insensitive.mp4

   081 Calculating Similarity Ratio Between Two Words.mp4

   082 Finding the Best Match of a Word out of a List of Words.mp4

   083 Making the Program Suggest a Similar Word.mp4

   084 Prompting the User to Confirm Similarity Check.mp4

   085 Optimizing the Final Output.mp4

   086 Exercise Fixing a program bug.html

   088 Exercise Fixing bug 2.html

  09 Data Analysis with Pandas

   090 What is Pandas.mp4

   092 Getting Started with Pandas-subtitle-en.srt

   093 Getting Started with Jupyter Notebooks-subtitle-en.srt

   094 Note on Loading Excel Files.html

   095 Loading Data in Python from CSV Excel TXT and JSON Files.mp4

   096 Indexing and Slicing Dataframes-subtitle-en.srt

   097 Dropping Dataframe Columns and Rows-subtitle-en.srt

   098 Updating and Adding new Columns and Rows-subtitle-en.srt

   099 Example Geocoding Addresses with Pandas and Geopy-subtitle-en.srt

  10 Numpy

   100 What is Numpy-subtitle-en.srt

   101 Installing the OpenCV Library.html

   102 Images to Numpy and Vice-versa.mp4

   103 Indexing Slicing and Iterating-subtitle-en.srt

   104 Stacking and Splitting-subtitle-en.srt

  11 Application 2 Creating Webmaps with Python and Folium

   105 Demonstration of the Web Mapping Application-subtitle-en.srt

   106 Creating the Open Street Map (OSM) Basemap-subtitle-en.srt

   107 Adding a Point Marker Feature to the Map-subtitle-en.srt

   108 Adding Multiple Markers to the Map-subtitle-en.srt

   109 Adding Markers from Data Files-subtitle-en.srt

   110 Creating Popup Windows for Map Features-subtitle-en.srt

   111 Color-Based Point Markers-subtitle-en.srt

   112 Exercise Adding and Styling Circle Markers.html

   114 Solution Adding and Styling Circle Markers-subtitle-en.srt

   115 Using GeoJson Data-subtitle-en.srt

   115 world.json

   116 Adding a GeoJson Polygon Layer.mp4

   117 Color-Based Polygon Features.mp4

   118 Adding a Layer Control Panel.mp4

  12 Application 3 Building a Website Blocker

   119 Demonstration of the Website Blocker Application-subtitle-en.srt

   120 Application Architecture-subtitle-en.srt

   120 Hosts.zip

   121 Setting up the Script.mp4

   122 Setting up the Infinite Loop.mp4

   123 Implementing the First Part.mp4

   124 Implementing the Second Part.mp4

   125 Scheduling the Python Program on Windows.mp4

   126 Scheduling the Python Program on Mac and Linux.mp4

  13 Application 4 Building a Website with Python and Flask

   127 Demonstration of the Website-subtitle-en.srt

   128 Building your First Website-subtitle-en.srt

   129 about.html

   129 Returning HTML Templates.mp4

   130 Adding a Navigation Menu.mp4

   131 Note on Browser Caching.html

   132 Adding CSS Styling.mp4

   133 Creating a Python Virtual Environment-subtitle-en.srt

   134 How to Install Git.html

   135 Deploying the Website to a Live Server.mp4

   136 Maintaining the Website-subtitle-en.srt

  14 Building Graphical User Interfaces with Tkinter

   137 Introduction to Tkinter.mp4

   138 Setting up a GUI with Widgets.mp4

   139 Connecting GUI Widgets with Callback Functions.mp4

   141 Solution Creating a Multi-widget GUI.html

  15 Python for Interacting with SQLite and PostgreSQL Databases

   142 Introduction to Working with Databases.mp4

   143 Connecting and Inserting Data to SQLite via Python.mp4

   144 Selecting Inserting Deleting and Updating SQLite Records.mp4

   145 Introduction to PostgreSQL Psycopg2.mp4

   146 Selecting Inserting Deleting and Updating PostgreSQL Records.mp4

  16 Application 5 Building a Desktop Database Application

   147 Demonstration of the Database Application-subtitle-en.srt

   148 User Interface Design-subtitle-en.srt

   149 Building the Front-end Interface-subtitle-en.srt

   150 Building the Back-end-subtitle-en.srt

   151 Connecting the Front-end to the Back-end Part 1-subtitle-en.srt

   152 Connecting the Front-end to the Back-end Part 2-subtitle-en.srt

   153 Exercise Fixing the Bug.html

   155 Creating a Standalone Executable Version of the Program-subtitle-en.srt

  17 Object Oriented Programming

   156 Object Oriented Programming Explained.mp4

   157 Turning this Application into OOP Style Part 1.mp4

   158 Turning this Application into OOP Style Part 2.mp4

   159 Creating a Bank Account Object.mp4

   160 Inheritance.mp4

   161 OOP Glossary.mp4

   162 Exercise-files.zip

   163 Solution GUI OOP Design.html

  18 Python for Image and Video Processing with OpenCV

   164 Introduction.mp4

   166 galaxy.jpg

   166 Loading Displaying Resizing and Writing Images with Python.mp4

   167 sample-images.zip

   169 Solution with Explanations Batch Image Resizing-subtitle-en.srt

   170 Face Detection-subtitle-en.srt

   170 Files.zip

   171 Capturing Video.mp4

  19 Application 6 Building a Webcam Motion Detector

   172 Demonstration of the Motion Detector Application-subtitle-en.srt

   173 Detecting Objects from the Webcam-subtitle-en.srt

   174 Recording Motion Time-subtitle-en.srt

   174 Sample-of-the-produced-time-values.zip

  20 Python for Interactive Data Visualization on the Browser

   175 Introduction to Bokeh.mp4

   177 The Bokeh Charts Interface-subtitle-en.srt

   178 The Bokeh Plotting Interface-subtitle-en.srt

   179 Customizing Plot Styles-subtitle-en.srt

   180 Note on Loading Excel Files.html

   182 Solution Plotting from Pandas Dataframes.html

   183 Understanding the Structure behind the Graphs.mp4

   184 Time-series Plots-subtitle-en.srt

   185 More Visualization Examples with Bokeh-subtitle-en.srt

   186 Plotting Time Intervals of the Motion Detector-subtitle-en.srt

   186 Sample-of-the-produced-time-values.zip

   187 Hover Tool Implementation.mp4

  21 Webscraping

   188 Section Introduction.mp4

   189 The Concept Behind Webscraping.mp4

   190 Scraping a webpage with Requests and Beautiful Soup.mp4

  22 Application 7 Scraping Real Estate Property Data from the Web

   191 Demonstration of the Webscraping Application-subtitle-en.srt

   192 Understanding the Problem and Loading the Webpage in Python-subtitle-en.srt

   193 Extracting Divisions of All Properties-subtitle-en.srt

   194 Extracting Addresses and Property Details-subtitle-en.srt

   195 Extracting Elements with no Unique Identifiers-subtitle-en.srt

   196 Saving the Extracted Data in CSV Files-subtitle-en.srt

   197 Crawling Through Webpages-subtitle-en.srt

  23 Application 8 Building a Web-based Financial Graph

   198 Demonstration of the Financial Analysis Application-subtitle-en.srt

   199 Downloading Various Datasets with Python-subtitle-en.srt

   200 Understanding Stock Market Data-subtitle-en.srt

   201 Understanding Stock Market Data Candlestick Charts-subtitle-en.srt

   202 Building Chart Candlesticks with Bokeh Quadrants-subtitle-en.srt

   203 Building Chart Candlesticks with Bokeh Rectangles-subtitle-en.srt

   204 Building Candlestick Segments-subtitle-en.srt

   205 Stylizing the Chart-subtitle-en.srt

   206 The Concept Behind Embedding Bokeh Charts in a Flask Webpage-subtitle-en.srt

   207 Embedding the Bokeh Chart in a Webpage-subtitle-en.srt

   208 Deploying the Chart Website to a Live Server-subtitle-en.srt

   208 runtime-link.txt

  25 Application 10 Student Project on Building a Geocoder Web Service

   220 Demonstration of the Geocoding Web Service Application and Project Requirements-subtitle-en.srt

   221 Solution Part 1-subtitle-en.srt

   222 Solution Part 2-subtitle-en.srt

   223 End of the Course-subtitle-en.srt

   224 Bonus Lecture.html

  TutsGalaxy.com.txt

 Torrent_downloaded_from_Demonoid_-_www.demonoid.pw_.txt

 Read Me.txt