Time Series in Machine Learning
A time series is a sequence of observations over a certain period. The simplest example of a time series that all of us come across on a day to day basis is the change in temperature throughout the day or week or month or year. The analysis of temporal data…
Software Development Life Cycle
SDLC stands for Software Development Life Cycle. SDLC is a process that consists of a series of planned activities to develop or alter the Software Products. This tutorial will give you an overview of the SDLC basics, SDLC models available and their application in the industry. This course also elaborates…
Software Engineering
Software engineering is an engineering branch associated with development of software product using well-defined scientific principles, methods and procedures. The outcome of software engineering is an efficient and reliable software product. Software project management has wider scope than software engineering process as it involves communication, pre and post delivery support…
Software Architecture Design
Software Architecture typically refers to the bigger structures of a software system, and it deals with how multiple software processes cooperate to carry out their tasks. Software Design refers to the smaller structures and it deals with the internal design of a single software process. By the end of this tutorial, the readers…
Simple Object Access Protocol
Simple Object Access Protocol, SOAP is an open-standard, XML-based messaging protocol for exchanging information among computers. This is a brief course that introduces the readers to the fundamentals of SOAP before moving on to explain its various elements, encoding, and how SOAP is transported. Audience This course has been prepared…
Service Oriented Architecture
The Service Oriented Architecture is an architectural design which includes collection of services in a network which communicate with each other. The complication of each service is not noticeable to other service. Audience This course is designed for software programmers who would like to understand the concepts of SOA. This…
SEO Techniques
Search Engine Optimization (SEO) is the activity of optimizing web pages or whole sites in order to make them search engine friendly, thus getting higher positions in search results. This course explains simple SEO techniques to improve the visibility of your web pages for different search engines, especially for Google,…
Programming Methodologies
When programs are developed to solve real-life problems like inventory management, payroll processing, student admissions, examination result processing, etc., they tend to be huge and complex. Programming Methodology is the approach to analyzing such complex problems by planning the software development and controlling the development process. In this course, we…
Parallel Computer Architecture
Parallel Computer Architecture is the method of organizing all the resources to maximize the performance and the programmability within the limits given by technology and the cost at any instance of time. It adds a new dimension in the development of computer system by using more and more number of…
Theano in Python
Theano is a Python library that lets you define mathematical expressions used in Machine Learning, optimize these expressions and evaluate those very efficiently by decisively using GPUs in critical areas. It can rival typical full C-implementations in most of the cases. Audience This course by Academy Europe is designed to…
Parallel Algorithm
A parallel algorithm can be executed simultaneously on many different processing devices and then combined together to get the correct result. Parallel algorithms are highly useful in processing huge volumes of data in quick time. This tutorial provides an introduction to the design and analysis of parallel algorithms. In addition,…
TensorFlow in Machine Learning
TensorFlow is an open source machine learning framework for all developers. It is used for implementing machine learning and deep learning applications. To develop and research on fascinating ideas on artificial intelligence, Google team created TensorFlow. TensorFlow is designed in Python programming language, hence it is considered an easy to…