Become a Professional Python Programmer

Name: Become a Professional Python Programmer
Brand: Stone River Learning
Price: 39.00 USD
Availability: Discontinued

401 Enrolled

34.5 Hours

$39.00$185.00

You save 78%

291 Lessons (34.5h)

Python programming for beginners
Installation
Print and Strings
Math2:46
Variables
While Loops
For Loops
If Statements
If Else Statements4:01
If Elif Else Statements
Functions5:03
Function Parameters
Global and Local Variables
Common Python Errors
Writing to a File
Appending to a File
Reading From a File
Classes
Input and Statistics
Import Syntax
Making Modules
Error Handling - Try and Accept
Lists vs Tuples and List Manipulation
Dictionaries
Project - Making a Python Program
Python web programming
Introduction
Intro2
Object Oriented Programming Part 1
Object Oriented Programming Part 2
Modules
Modules Part2
Outro2
Intro3
SQLite Intro
Creating Database And Table
Inserting Data
Inserting Dynamic Data
Reading Data
Limit, Update, and Delete
Outro3
Intro4
urllib module
urllib.requests
urllib headers
XML Intro
Parsing XML
Outro4
Intro5
Web Page Structure
Web Page Structure 2
Nav bar
HTML’s body
Comments, footers, and divs
Parsing Paragraph Data
Outro5
Intro6
Creating a VPS
Interacting with our VPS
FileZilla
PySFTP
Outro6
Intro7
MySQL basics
MySQL Part 2
Database Connection
Inserting into Database
Adding logic to insert
Nohup
Crontab
Outro7
Intro8
Flask setup
Flask backend setup
Basic Website
Templates and Errors
Variables And Logic
Bootstrap incorporation
More on Bootstrap
Adding more pages to our site
Extending Templates
Additional Information
Section and Series Outro
Data visualization with python and matplotlib
Introduction
Getting Matplotlib And Setting Up
Intro2
Basic matplotlib graph
Labels, titles and window buttons
Legends
Bar Charts
Histograms
Scatter Plots
Stack Plots
Pie Chart
Loading data from a CSV
Loading data with NumPy
Outro2
Intro3
Source for our Data*
Parsing stock prices from the internet*
Plotting basic stock data*
Modifying labels and adding a grid*
Converting from unix time and adjusting subplots*
Customizing ticks
Fills and Alpha
Add, remove, and customize spines*
Candlestick OHLC charts*
Styles with Matplotlib*
Creating our own Style*
Live Graphs*
Adding and placing text*
Annotating a specific plot*
Dynamic annotation of last price*
Outro3
Intro4
Basic subplot additions*
Subplot2grid *
Incorporating changes to candlestick graph*
Creating moving averages with our data*
Adding a High minus Low indicator to graph*
Customizing the dates that show*
Label and Tick customizations*
Share X axis*
Multi Y axis*
Customizing Legends*
Outro4
Intro5
Downloading and installing Basemap
Basic basemap example
Customizing the projection
More customization, like colors, fills, and forms of boundaries
Plotting Coordinates*
Connecting Coordinates*
Outro5
Intro6
Basic 3D graph example using wire_frame
3D scatter plots
3D Bar Charts
More advanced Wireframe example
Outro6
Conclusion
Data analysis with python and pandas
Introduction
Getting pandas and fundamentals
Intro2
Creating and Navigating a Dataframe
Slices, head and tail
Indexing
Visualizing The Data
Converting To Python List Or Pandas Series
Outro2
Intro3
Read Csv And To Csv
io operations
Read hdf and to hdf
Read Json And To Json
Read Pickle And To Pickle
Outro3
Intro4
Column Manipulation (Operatings on columns, creating new ones)
Column and Dataframe logical categorization
Statistical Functions Against Data
Moving and rolling statistics
Rolling apply
Outro4
Intro5
dropNa
Filling Forward And Backward Na
Detecting outliers
Outro5
Intro6
Concatenation
Appending data frames
Merging dataframes
Joining dataframes
Outro6
Intro7
Basic Sorting
Sorting by multiple rules
Resampling basics time and how (mean, sum etc)
Resampling to ohlc
Correlation And Covariance Part1
Correlation and Covariance part 20:11
Mapping custom functions
Graphing percent change of income groups
Buffering Basics
Buffering Into And Out Of Hdf5
Outro7
Intro8
Writing to reading from database into a data frame
Resampling data and preparing graph
Finishing Manipulation And Graph
Section and Series outro
Learn Python Django From Scratch
Introduction
Overview of Final Project
Intro2
Django Installation and Configuration
MVC Applied to Django
Basic Views and Templates
Models, Database and Migration
Outro2
Intro3
Setting up a simple user authentication system
Login and session variables
Social registration: Allowing user to register with their preexisting social
Outro30:32
Intro40:30
Template language and static files usage
Twitter Bootstrap Integration
Static File Compression and Template Refactoring
Outro40:36
Intro5
Preparing The Storefront
Adding a Shopping Cart
PayPal Integration
Stripe Integration with Ajax
Outro50:41
Intro6
File Uploading
Working with Forms
Advanced e-mailing
Outro60:38
Intro70:37
Adding a Map Representation
Advanced Map Usage
Outro70:31
Intro8
Building a Web Service with Tastypie
Django Signals
Outro80:41
Intro9
Adding the debug toolbar
Unit testing
Logging
Outro9
Conclusion
Python game development - Create a flappy bird clone
Introduction to the Section & the Game
Graphics Setup
Creating Input Controls
Boundaries, Crash Events and Menu Creation
Creating Obstacles Using Polygons
Game Logic - Using Block Logic
Game Logic - Success Or Failure
Creating the Score Display
Adding Colors and Difficulty Levels

DescriptionInstructorImportant DetailsRelated Products

Learn This Easy-to-Understand, Extremely Versatile Language from Scratch

Stone River Learning

Instructor

Stone River eLearning was founded in 2011 and has since taught over a quarter of a million students. They focus on getting passionate teachers from the technology field to create high-quality video training and make it available online. For more details on this course and instructor, click here. This course is hosted by StackSkills, the premier eLearning destination for discovering top-shelf courses on everything from coding—to business—to fitness, and beyond!

Description

Python is an extremely versatile language used for a variety of tasks including: web development, data analytics, game development - even controlling robots! Get up to speed on all the essential Python skills, and learn it all at your own pace with this detailed course. Python developers ranked #8 of the most in-demand tech workers, and make an average of over six figures a year. So what are you waiting for? Start coding with Python.

Dive into Python w/ 34.5 hours of content & 291 lectures
Understand the installation & various functions of Python
Put your knowledge into practice by solving 'real life' programming problems
Practice Python game development by creating a Flappy Bird clone
Use Python & Matplotlib for data visualisation
Create 2D & 3D graphs, bar charts, scatter plots & more to better understand data sets
Import, export & manipulate data in a wide variety of forms
Work in conjunction w/ Django to create a website from scratch
Use map integration, e-commerce functionality & a host of other complex features

Specs

Important Details

Length of time users can access this course: lifetime
Access options: web streaming, mobile streaming
Certification of completion not included
Redemption deadline: redeem your code within 30 days of purchase
Experience level required: all levels

Requirements

Internet required
Text editor required

Terms

Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.

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