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Become a Professional Python Programmer

Python programming for beginners

Installation (9:33)
Print and Strings (7:49)
Math (2:46)
Variables (4:51)
While Loops (6:02)
For Loops (5:02)
If Statements (6:45)
If Else Statements (4:01)
If Elif Else Statements (10:23)
Functions (5:03)
Function Parameters (14:06)
Global and Local Variables (9:15)
Common Python Errors (11:37)
Writing to a File (4:31)
Appending to a File (3:24)
Reading From a File (3:35)
Classes (4:25)
Input and Statistics (7:25)
Import Syntax (6:41)
Making Modules (6:22)
Error Handling - Try and Accept (13:12)
Lists vs Tuples and List Manipulation (10:36)
Dictionaries (8:16)
Project - Making a Python Program (26:17)

Python web programming

Data visualization with python and matplotlib

Introduction (3:01)
Getting Matplotlib And Setting Up (5:46)
Intro2 (1:18)
Basic matplotlib graph (8:17)
Labels, titles and window buttons (8:41)
Legends (4:58)
Bar Charts (5:14)
Histograms (6:26)
Scatter Plots (6:50)
Stack Plots (8:42)
Pie Chart (7:14)
Loading data from a CSV (5:07)
Loading data with NumPy (4:52)
Outro2 (0:50)
Intro3 (1:17)
Source for our Data* (10:01)
Parsing stock prices from the internet* (9:19)
Plotting basic stock data* (6:12)
Modifying labels and adding a grid* (6:12)
Converting from unix time and adjusting subplots* (8:02)
Customizing ticks (5:57)
Fills and Alpha (6:49)
Add, remove, and customize spines* (8:07)
Candlestick OHLC charts* (9:47)
Styles with Matplotlib* (7:32)
Creating our own Style* (9:29)
Live Graphs* (8:51)
Adding and placing text* (6:14)
Annotating a specific plot* (8:36)
Dynamic annotation of last price* (8:22)
Outro3 (1:44)
Intro4 (1:00)
Basic subplot additions* (8:31)
Subplot2grid * (8:07)
Incorporating changes to candlestick graph* (7:24)
Creating moving averages with our data* (10:03)
Adding a High minus Low indicator to graph* (5:30)
Customizing the dates that show* (10:20)
Label and Tick customizations* (7:55)
Share X axis* (7:21)
Multi Y axis* (10:06)
Customizing Legends* (9:43)
Outro4 (1:21)
Intro5 (1:19)
Downloading and installing Basemap (6:25)
Basic basemap example (9:29)
Customizing the projection (9:01)
More customization, like colors, fills, and forms of boundaries (6:52)
Plotting Coordinates* (9:47)
Connecting Coordinates* (7:17)
Outro5 (0:58)
Intro6 (1:25)
Basic 3D graph example using wire_frame (5:53)
3D scatter plots (5:21)
3D Bar Charts (7:16)
More advanced Wireframe example (5:04)
Outro6 (0:54)
Conclusion (3:05)

Data analysis with python and pandas

Introduction (4:11)
Getting pandas and fundamentals (9:08)
Intro2 (0:48)
Creating and Navigating a Dataframe (8:36)
Slices, head and tail (8:01)
Indexing (7:29)
Visualizing The Data (9:21)
Converting To Python List Or Pandas Series (4:18)
Outro2 (1:38)
Intro3 (2:13)
Read Csv And To Csv (9:28)
io operations (5:23)
Read_hdf and to_hdf (8:27)
Read Json And To Json (9:54)
Read Pickle And To Pickle (11:41)
Outro3 (3:52)
Intro4 (2:04)
Column Manipulation (Operatings on columns, creating new ones) (7:29)
Column and Dataframe logical categorization (7:14)
Statistical Functions Against Data (7:36)
Moving and rolling statistics (10:00)
Rolling apply (8:54)
Outro4 (3:17)
Intro5 (3:13)
dropNa (6:48)
Filling Forward And Backward Na (11:09)
Detecting outliers (12:38)
Outro5 (1:20)
Intro6 (3:54)
Concatenation (9:17)
Appending data frames (7:08)
Merging dataframes (9:43)
Joining dataframes (9:42)
Outro6 (4:29)
Intro7 (2:48)
Basic Sorting (8:56)
Sorting by multiple rules (8:34)
Resampling basics time and how (mean, sum etc) (10:03)
Resampling to ohlc (7:14)
Correlation And Covariance Part1 (10:03)
Correlation and Covariance part 2 (0:11)
Mapping custom functions (9:23)
Graphing percent change of income groups (7:23)
Buffering Basics (10:14)
Buffering Into And Out Of Hdf5 (10:03)
Outro7 (3:00)
Intro8 (1:00)
Writing to reading from database into a data frame (10:24)
Resampling data and preparing graph (7:54)
Finishing Manipulation And Graph (9:34)
Section and Series outro (5:27)

Learn Python Django From Scratch

Introduction (4:12)
Overview of Final Project (0:58)
Intro2 (0:35)
Django Installation and Configuration (11:43)
MVC Applied to Django (8:35)
Basic Views and Templates (15:57)
Models, Database and Migration (19:23)
Outro2 (1:38)
Intro3 (1:05)
Setting up a simple user authentication system (22:29)
Login and session variables (18:46)
Social registration: Allowing user to register with their preexisting social (13:31)
Outro3 (0:32)
Intro4 (0:30)
Template language and static files usage (17:01)
Twitter Bootstrap Integration (20:21)
Static File Compression and Template Refactoring (17:07)
Outro4 (0:36)
Intro5 (0:24)
Preparing The Storefront (26:38)
Adding a Shopping Cart (20:12)
PayPal Integration (21:11)
Stripe Integration with Ajax (20:31)
Outro5 (0:41)
Intro6 (0:37)
File Uploading (14:07)
Working with Forms (13:21)
Advanced e-mailing (10:25)
Outro6 (0:38)
Intro7 (0:37)
Adding a Map Representation (8:35)
Advanced Map Usage (8:26)
Outro7 (0:31)
Intro8 (0:53)
Building a Web Service with Tastypie (11:06)
Django Signals (8:17)
Outro8 (0:42)
Intro9 (0:21)
Adding the debug toolbar (4:39)
Unit testing (18:06)
Logging (12:19)
Outro9 (0:40)
Conclusion (4:55)

Python game development - Create a flappy bird clone

Introduction to the Section & the Game (21:10)
Graphics Setup (14:29)
Creating Input Controls (10:10)
Boundaries, Crash Events and Menu Creation (32:18)
Creating Obstacles Using Polygons (14:58)
Game Logic - Using Block Logic (11:11)
Game Logic - Success Or Failure (15:32)
Creating the Score Display (10:41)
Adding Colors and Difficulty Levels (31:50)

Sorting by multiple rules

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