Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making. Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, and is used in different business, science, and social science domains.

Data analytics initiatives can help businesses increase revenues, improve operational efficiency, optimize marketing campaigns and customer service more

Project failure can happen in any organization and to any project. There are an infinite number of reasons for failure. Sometimes it is out of the control of a project manager and/or the team members. Sometimes failure is controllable. Failed projects and people involved with the failure have some things in common. In both cases, they are given prescriptions for “quick fixes” which typically prove to be ineffective and can sometimes produce disastrous side effects.


#1 – Scope Creep< more

The Project Management Professional (PMP)® is the most important industry-recognized certification for project managers offered by the Project Management Institute (PMI). 
A PMP certification is not a necessary prerequisite to become a project manager but if you are interested in the field it shows a potential employer that you are committed to the role, as well as having a solid grounding in the methodologies of project management.

Certifies your talent: 

The PMP more

The development of software for an improved business process, the construction of a building or bridge, the relief effort after a natural disaster, the expansion of sales into a new geographic market — all are projects.
And all must be expertly managed to deliver the on-time, on-budget results, learning and integration that organizations need.
Project management, then, is the application of knowledge, skills, tools, and techniques to project activities to meet the project requirements. more

A Project is a temporary, unique and progressive attempt or endeavor made to produce some kind of a tangible or intangible result (a unique product, service, benefit, competitive advantage, etc.). It usually includes a series of interrelated tasks that are planned for execution over a fixed period of time and within certain requirements and limitations such as cost, quality, performance, others.

Key Characteristics


As follows from more