Introduction

&#10004Python Data Science
✔Python Data Science Introduction
✔Python Data Science Environment Setup
✔Python Pandas
✔Python Numpy
✔Python SciPy
✔Python Matplotlib
✔Learning What MarkLogic Is
✔Understanding What MarkLogic is Being Used For
✔Getting Started With How MarkLogic Works
✔System Requirements
✔Download the Virtual Machine
✔Using Virtual Box
✔Getting Set Up
✔MarkLogic System Requirements
✔System Architecture
✔DB Concepts
✔Transact – Structured Query Language (T-SQL)
✔Data Definition Language
✔Data Manipulation Language
✔Data Control Language
✔Identifiers
✔T-SQL Extensions
✔What is IoT?
✔How IoT is applied in different domains?
✔Use cases ranging from Smart Cities to IIoT
✔How large is the IoT Market in different domains?
✔What is Programming
✔Logic behind data storage
✔What is Java
✔Platform Independent
✔JRE, JDK & IDE
✔Details on JVM
✔Variables and Datatype
✔Package
✔Introduction to Linux
✔Linux admin commands
✔Introduction to Cloud
✔Comparison with Amazon AWS and Rackspace cloud
✔Other Cloud frameworks
✔Introduction to OpenStack and its components
✔Virtualization techniques
✔What is Ruby
✔Why ruby
✔General purpose of ruby
✔Brief History of Ruby
✔Where does ruby get its ideas
✔Ruby Installation with RVM
✔Creating a basic script in ruby
✔Sample demo of ruby program
✔SharePoint 2013 Overview
✔SharePoint 2013 Architecture
✔SharePoint On-Premises and Cloud differences
✔Software & Hardware requirements
✔SharePoint 2013 Installation & Configuration of a New Farm
✔Exploring SharePoint 2013 Central Administration
✔Load Runner Installation
✔Load Runner architecture
✔Where to install Load Runner components
✔Identify hardware and software needed for installation
✔Installing Load Runner samples.
✔What is automation testing?
✔What is the use of automation testing?
✔What do we need to Automate?
✔What is Selenium?
✔Advantages of Selenium
✔What is the difference between Selenium and QTP?
✔Selenium with C#
✔Course Introduction
✔Introduction to UNIX/LINUX
✔History of UNIX/LINUX
✔Features and Benefits of UNIX/LINUX
✔Different flavors of UNIX/LINUX
✔Difference between UNIX, DOS, Windows and LINUX
✔Architecture of UNIX
✔What You Should Already Know
✔What is jQuery?
✔Adding the jQuery Library to Your Pages
✔Basic jQuery Example
✔Downloading jQuery
✔Alternatives to Downloading
✔jQuery Syntax
✔The Document Ready Function
✔How to use Custom Scripts?
✔Using Multiple Libraries
✔jQuery – noConflict() Method
✔XML and Ajax
✔XML,DOM and Javascript
✔Dynamic Tables
✔JSON
✔Review of Object Literals
✔Concepts: Model-View-Controller
✔What is Model-View-Controller?
✔How does Backbone.js fit into this model?
✔What about the back-end?
✔What is Bootstrap?
✔Features of Bootstrap
✔History of Bootstrap
✔Bootstrap Overview
✔Bootstrap Installation
✔Tools Used for Web Development
✔Setting Development Environment
✔Bootstrap First Application
✔Bootstrap Components Overview
✔Basic Typography
✔Text Alignment & Display
✔Floats Position in Bootstrap
✔Colors Background
✔Spacing in Bootstrap
✔Sizing in Bootstrap
✔Breakpoints in Bootstrap
✔Buttons in Bootstrap
✔Navbars in Bootstrap
✔List groups and Badges in Bootstrap
✔Forms in Bootstrap
✔Input groups in Bootstrap
✔Alerts & Progress bars in Bootstrap
✔Tables & Pagination in Bootstrap
✔Cards in Bootstrap
✔Media Objects
✔Grid System in Bootstrap
✔Grid Alignments in Bootstrap
✔Flex boxes in Bootstrap
✔Auto margin & wrapping order in
✔Carousels in bootstrap
✔Collapse classes in Bootstrap
✔Tooltips in Bootstrap
✔Popovers in Bootstrap
✔Modals in bootstrap
✔History
&#10004Features
&#10004Setting up path
&#10004Working with Python
&#10004Basic Syntax
&#10004Variable and Data Types
&#10004Operator
✔

Python Data Processing

&#10004Python Data Operations
✔Python Data cleansing
✔Python Processing CSV Data
✔Python Processing JSON Data
✔Python Processing XLS Data
✔Python Relational databases
✔Python NoSQL Databases
✔Python Date and Time
✔Python Data Wrangling
✔Python Data Aggregation
✔Python Reading HTML Pages
✔Python Processing Unstructured Data
✔Python word tokenization
✔Python Stemming and Lemmatization
✔

Python Data Visualization

&#10004Python Chart Properties
✔Python Chart Styling
✔Python Box Plots
✔Python Heat Maps
✔Python Scatter Plots
✔Python Bubble Charts
✔Python 3D Charts
✔Python Time Series
✔Python Geographical Data
✔Python Graph Data
✔

Statistical Data Analysis

&#10004Python Measuring Central Tendency
✔Python Measuring Variance
✔Python Normal Distribution
✔Python Binomial Distribution
✔Python Poisson Distribution
✔Python Bernoulli Distribution
✔Python P-Value
✔Python Correlation
✔Python Chi-square Test
✔Python Linear Regression
✔