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

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

What Will I Learn from the course "Natural Language Processing with Deep Learning in Python"?

• Understand and implement word2vec
• Understand the CBOW method in word2vec
• Understand the skip-gram method in word2vec
• Understand the negative sampling optimization in word2vec
• Understand and implement GLoVe using gradient descent and alternating least squares
• Use recurrent neural networks for parts-of-speech tagging
• Use recurrent neural networks for named entity recognition
• Understand and implement recursive neural networks for sentiment analysis
• Understand and implement recursive neural tensor networks for sentiment analysis

What Will I Learn from the course "Python For Offensive PenTest: A Complete Practical Course"?

• Learn how to code your own reverse shell [TCP+HTTP]
• Make anonymous shell by interacting with [Twitter, Google Form, Sourceforge]
• Replicate Metasploit features and and make an advanced shell
• Learn how to hack passwords using multiple techniques [ API Hooking. Keylogger, Clipboard Hijacking]
• Learn how to exfiltrate data from your target
• Learn how malware abusing cryptography by adding [AES,RSA,XOR] encryption to your shell
• Privilege escalation on windows with practical example
• Export your python script into EXE
• You'll get answers to your questions!
• You will setup your home virtual hacking lab
• You will learn countermeasures against most of the attacks
• Challenge yourself with UNSOLVED Exercises

• 6 hours on-demand video
• 7 Articles
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

What Will I Learn from the course "Spark and Python for Big Data with PySpark"?

• Use Python and Spark together to analyze Big Data
• Learn how to use the new Spark 2.0 DataFrame Syntax
• Work on Consulting Projects that mimic real world situations!
• Classify Customer Churn with Logistic Regression
• Use Spark with Random Forests for Classification
• Learn how to use Spark's Gradient Boosted Trees
• Use Spark's MLlib to create Powerful Machine Learning Models
• Learn about the DataBricks Platform!
• Get set up on Amazon Web Services EC2 for Big Data Analysis
• Learn how to use AWS Elastic MapReduce Service!
• Learn how to leverage the power of Linux with a Spark Environment!
• Create a Spam filter using Spark and Natural Language Processing!
• Use Spark Streaming to Analyze Tweets in Real Time!

What Will I Learn from the course "Python Game Development - Create a Flappy Bird Clone"?

• Create a clone of Flappy Bird
• Learn Python Game Development

• 3 hours on-demand video
• 3 Articles
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

What Will I Learn?

• After completing this course you will be ready to face any advance java interview with confidence
• After completing this course you will be having a goliath of coverage of Interview questions related to Spring,Hibernate and Webservices
• New pdf containing most of the questions have been included

• 2 hours on-demand video
• 1 Supplemental Resource
• Full lifetime access
• Access on mobile and TV
• Assignments
• Certificate of Completion

What Will I Learn?

• Understand basic concurrency
• Understand the basics of multithreading
• Understand parallel processing
• Able to use the concepts in real life scenarios

• 6 hours on-demand video
• 3 Articles
• 3 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

What Will I Learn?

• Build a Basic Todo Management Application piece by piece in 25 Steps.
• Understand Basic Web Application Architecture
• Understand and use Basics of Java EE - Servlets, JSP, Scriptlets, JSTL, web.xml and EL
• Understand Servlet LifeCycle
• Use HttpRequest - GET/POST, Request Parameters
• Understand HTTP Response - Response Status - 404,200,500 etc
• Understand HTML Forms - Method, Action & Form Data
• Understand Basics of using Maven, Tomcat and Eclipse
• Understand Difference between Session and Request Scopes
• Use Maven for Basic Dependency Management
• Run Web Application in Tomcat
• Style web applications with Bootstrap (Basics)

What Will I Learn from "Introduction to QGIS Python Programming"?

• Getting familiarized with QGIS
• The different ways to make Python interact with QGIS
• The different ways to make Python interact with QGIS Examining the QGIS Python Console to see how it can be used as a window into the world of QGIS Python Programming
• Diving deeper into the details of the QGIS Python APIW
• Writing Python programs that work with QGIS

• 3.5 hours on-demand video
• 1 Supplemental Resource
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

What Will I Learn?

• Build amazing ARKit applications
• Learn how to use SceneKit with ARKit enabled apps

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

What Will I Learn?

• Understand what kind of questions are asked in Beginner Java Interviews
• Answer questions on Java Platform, Wrapper Classes and Strings
• Understand New Features of Java
• Understand Basic Object Oriented Concepts
• Understand Advanced Object Oriented Concepts
• Answer questions on Collections, Generics and MultiThreading
• Understand New Features in Java 5, Java 6, Java 7 and Java 8
• Understand basics of Functional Programming - Lambda Expressions and Streams
• Understand Exception Handling Best Practices

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

What Will I Learn?

• Understand how MapReduce can be used to analyze big data sets
• Write your own MapReduce jobs using Python and MRJob
• Run MapReduce jobs on Hadoop clusters using Amazon Elastic MapReduce
• Chain MapReduce jobs together to analyze more complex problems
• Analyze social network data using MapReduce
• Analyze movie ratings data using MapReduce and produce movie recommendations with it.
• Understand other Hadoop-based technologies, including Hive, Pig, and Spark
• Understand what Hadoop is for, and how it works

• 5 hours on-demand video
• 1 Article
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

Short, colorful apps and games you & your child can program right away, for ages 5 to 95! PC, Mac and Linux!

What Will I Learn?

• Understand the benefits and applications of Scrivener for writers and why it is one of the best apps for writing.
• Become accomplished at using Scrivener for iOS.
• Develop improved writing work flows and increased productivity in writing and publishing.
• Improve managing their writing projects, creating higher-quality work more efficiently.

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

What Will I Learn?

• Build native apps for iOS and Android, using Angular and the powerful features Ionic 2 offers
• Dive deeper into Ionic 2 to learn more about very advanced features and optimize their apps
• Test iOS and Android apps on real devices and publish those apps to the app stores of the two platforms

• 14.5 hours on-demand video
• 26 Articles
• 25 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion