What Will I Learn from the course "Data Analysis with Pandas and Python"?

• Perform a multitude of data operations in Python's popular "pandas" library including grouping, pivoting, joining and more!
• Learn hundreds of methods and attributes across numerous pandas objects
• Possess a strong understanding of manipulating 1D, 2D, and 3D data sets
• Resolve common issues in broken or incomplete data sets

• 19 hours on-demand video
• 1 Article
• 2 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

What Will I Learn from the course "Python for Network Engineers: Netmiko, NAPALM, pyntc, Telnet"?

• Learn network programmability with GNS3 and Python
• Learn how to automate the configuration of network devices with Python
• Learn how to leverage NAPALM for network automation
• Learn how to use pyntc for easy network programmability
• Use Netmiko for SSH connections to routers and switches
• Quick start guide using Telnet and SSH - get started in 20 minutes!

What Will I Learn?

• being able to create your own neural networks in python
• train and evaluate your neural network
• make predictions with your model
• being able to leverage scikit learn in combination with keras
• create convolutional neural networks for image recognition

What Will I Learn from the course "Scrapy: Powerful Web Scraping & Crawling with Python"?

• Creating a web crawler in Scrapy
• Crawling a single or multiple websites and scrape data
• Deploying Spider to ScrapingHub
• Logging into Websites with Scrapy
• Running Scrapy as a Standalone Script
• Using Scrapy with Selenium in Special Cases, e.g. to Scrape JavaScript Driven Web Pages
• Building Scrapy Advanced Spider
• More functions that Scrapy offers after Spider is Done with Scraping
• Editing and Using Scrapy Parameters
• Exporting data extracted by Scrapy into CSV, XML, or JSON files
• Storing data extracted by Scrapy into MySQL and MongoDB databases
• Python source code for all exercises in this Scrapy tutorial can be downloaded
• Q&A board to send your questions and get them answered quickly

What Will I Learn from the course "Mobile App Development with PhoneGap"?

• Use the PhoneGap Desktop app to create new PhoneGap mobile apps
• Use the PhoneGap Desktop app and PhoneGap Mobile app to test new apps
• Create a new PhoneGap app template
• Test a PhoneGap project in the browser
• Include the JQuery library for UI
• Create single and multipage user interfaces
• Create collapsible content blocks to optimize mobile screen space
• Use jQuery Mobile UI elements to create usable mobile apps
• Use the Local Storage object for permanent on-device storage
• Storing data in the on-device database
• Retrieving data from the on-device database
• Obtain the device's location using geolocation tools
• Obtain location information with the Google Places API
• Obtain location information and Maps from the Google Maps API
• Play audio and video content on the device
• Control media content using JavaScript
• Determine device position on X,Y and Z axis with the accelerometer
• Use the accelerometer to move on-screen objects
• Access device hardware including the camera
• Obtain and save images with the camera
• Detect gestures using the Hammer.js library
• Integrate taps and press gestures in to your application
• Integrate swipe and pan gestures in to your mobile app
• Determine information about the device on which your app is running
• Work with device orientation
• Determine information about the network to which device is connected
• Determine battery status of device
• Send a push notification to an app
• Process a push notification so it appears in the messaging bar
• Configure the Config.xml for app release
• Build with Adobe PhoneGap Build
• Build with the Command Line Interface
• Complete pre-release testing of a mobile app

• 5.5 hours on-demand video
• 17 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion