Ending In:
Certification Included
access
lifetime
content
34.5 Hours
enrolled
401
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
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!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.
Course Outline
- Python programming for beginners
- Installation
- Print and Strings
- Math (2:46)
- Variables
- While Loops
- For Loops
- If Statements
- If Else Statements (4:01)
- If Elif Else Statements
- Functions (5:03)
- 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
- Readhdf and tohdf
- 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 2 (0:11)
- 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
- Outro3 (0:32)
- Intro4 (0:30)
- Template language and static files usage
- Twitter Bootstrap Integration
- Static File Compression and Template Refactoring
- Outro4 (0:36)
- Intro5
- Preparing The Storefront
- Adding a Shopping Cart
- PayPal Integration
- Stripe Integration with Ajax
- Outro5 (0:41)
- Intro6
- File Uploading
- Working with Forms
- Advanced e-mailing
- Outro6 (0:38)
- Intro7 (0:37)
- Adding a Map Representation
- Advanced Map Usage
- Outro7 (0:31)
- Intro8
- Building a Web Service with Tastypie
- Django Signals
- Outro8 (0:41)
- 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
access
lifetime
content
34.5 Hours
enrolled
401