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 "REST APIs with Flask and Python"?

• Connect web or mobile applications to databases and servers via REST APIs
• Create secure and reliable REST APIs which include authentication, logging, caching, and more
• Understand the different layers of a web server and how web applications interact with each

• 13.5 hours on-demand video
• 14 Articles
• 2 Supplemental Resources
• 7 Coding exercises
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion