Data science is a multi-disciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data. Data science encompasses the fields of data mining and big data.
Machine learning and deep learning are subfields of AI. … Deep learning uses huge neural networks with many layers of processing units, taking advantage of advances in computing power and improved training techniques to learn complex patterns in large amounts of data.
Machine learning is the scientific study of algorithms and statistical models that computer systems use to effectively perform a specific task without using explicit instructions, relying on patterns and inference instead. It is seen as a subset of artificial intelligence.
Big data is a field that treats of ways to analyze, systematically extract information from, or otherwise deal with data sets that are too large or complex to be dealt with by traditional data-processing application software.
Advanced analytics is a part of data science that uses high-level methods and tools to focus on projecting future trends, events, and behaviors. … Data mining is a key aspect of advanced analytics, providing the raw data that will be used by both big data and predictive analytics.
Python is an interpreted, high-level, general-purpose programming language. Created by Guido van Rossum and first released in 1991, Python has a design philosophy that emphasizes code readability, notably using significant whitespace. It provides constructs that enable clear programming on both small and large scales.
R is a programming language and free software environment for statistical computing and graphics supported by the R Foundation for Statistical Computing. The R language is widely used among statisticians and data miners for developing statistical software and data analysis.
Tableau is a Business Intelligence tool for visually analyzing the data. Users can create and distribute an interactive and shareable dashboard, which depict the trends, variations, and density of the data in the form of graphs and charts. Tableau can connect to files, relational and Big Data sources to acquire and process data. The software allows data blending and real-time collaboration, which makes it very unique. It is used by businesses, academic researchers, and many government organizations for visual data analysis. It is also positioned as a leader Business Intelligence and Analytics Platform in Gartner Magic Quadrant.
Apache Hadoop is a collection of open-source software utilities that facilitate using a network of many computers to solve problems involving massive amounts of data and computation. It provides a software framework for distributed storage and processing of big data using the MapReduce programming model
MicroStation is a CAD software platform for two and three dimensional design and drafting, developed and sold by Bentley Systems and used in the architectural and engineering industries. It generates 2D or 3D vector graphics objects and elements and includes BIM features.
PRIMAVERA software is a unique tool that can be used for Project planning, Control, monitoring and Reporting. It is useful for all Engineers who are in the field of Project Management. It is backed by Oracle, which in turn provides unlimited data storage and fast access to the data.
It helps engineers to design, analyse and also solve design issues resulting in accurate designs. AutoCAD is a graphic design tool. AutoCAD has innate features that enable users to plan and map out spaces and take advantage of the space available.
Revit is specially built for Building Information Modeling (BIM) for helping the individual to design, build, maintain sound quality, and efficient buildings. Therefore, Revit Architecture is an ideal solution for complete construction projects.
3DS Max is commonly utilized by civil engineers for a 3D perception of their designs. The majority of the architects and designers utilize CAD software and BIM tools for modeling purposes and incline toward 3DS Max for rendering purposes by V-Ray.
E-tabs is a structural analysis and design software used by civil engineers. It can be used to design civil engineering structures mainly buildings. To make the task easier with more complex calculation, and in this case the task happens to be structural analysis and design.
STAAD Pro stands for Structural Analysis and Designing Program. This is the most used Software for civil structural designing. It is 3D software. Mainly the Software reduces your manual calculation and time.
Google Sketchup is a computer program that enables you to create 2D drawings and 3D models of your designs for realistic. Sketchup Design is used in a wide range of domains such as architectural, interior design, civil engineering.
Revit allows structural engineers to create their models and documentation in an advanced BIM environment by using Revit structural. Designers and engineers can produce accurate design. The physical model of the structure is used for coordination as well as documentation.
Ansys software is used to design products and semiconductors, as well as to create simulations that test a product’s durability, temperature distribution, fluid movements, and electromagnetic properties.
SolidWorks is a solid modeling computer-aided design (CAD) and computer-aided engineering (CAE) computer program that runs on Microsoft Windows. SolidWorks is a solid modeler, and utilizes a parametric feature-based approach to create models and assemblies.According to the publisher, over two million engineers and designers at more than 165,000 companies were using SolidWorks.
Catia is a multi-platform software suite for computer-aided design (CAD), computer-aided manufacturing (CAM), computer-aided engineering (CAE), PLM and 3D. The range of CATIA capabilities allows it to be applied in a wide variety of industries, such as aerospace, automotive, industrial machinery, electrical, electronics, shipbuilding, plant design, and consumer goods, including design for such diverse products as jewelry and clothing.
Hypermesh is a software based on the fundamentals of finite element analysis(FEA). in FEA, you need to break a large component into very small small pieces , this process is called meshing. hypermesh is used for meshing purspose. this complete process of meshing also known as pre-processing in industries.
Autocad is the standard design software used in the engineering, architecture, and construction industries. Designers and drafters use it to create two-dimensional (2d) and three-dimensional (3d) computer drawings. Autocad is used across a wide range of industries, by project managers, engineers, graphic designers, and many other professionals.
Inventor allows 2D and 3D data integration in a single environment, creating a virtual representation of the final product that enables users to validate the form, fit, and function of the product before it is ever built. Autodesk Inventor includes powerful parametric, direct edit and freeform modeling tools as well as multi-CAD translation capabilities and in their standard DWG™ drawings.
Fusion 360TM is the first 3D CAD, CAM, and CAE tool of its kind. It connects your entire product development process in a single cloud-based platform that works on both Mac and PC. Design, test, and fabricate in a single tool.
Six Sigma strategies seek to improve the quality of the output of a process by identifying and removing the causes of defects and minimizing variabilityin manufacturing and business processes. It uses a set of quality management methods, mainly empirical, statistical methods, and creates a special infrastructure of people within the organization who are experts in these methods. Each Six Sigma project carried out within an organization follows a defined sequence of steps and has specific value targets, for example: reduce process cycle time, reduce pollution, reduce costs, increase customer satisfaction, and increase profits.
PRIMAVERA software is a unique tool that can be used for Project Planning, Control, monitoring and Reporting. It is useful for all Engineers who are in the field of Project Management. It is backed by Oracle, which in turn provides unlimited data storage and fast access to the data
You can find PMPs leading projects in nearly every country and, unlike other certifications that focus on a particular geography or domain, the PMP® is truly global. As a PMP, you can work in virtually any industry, with any methodology and in any location.
AutoCAD Electrical is used by control designers. Its purpose is to create and modify electrical control systems. It has comprehensive tools for automating electrical engineering tasks help save hours of effort, so engineers can spend more time innovating.
Revit helps engineers, designers, and contractors across the mechanical, electrical, and plumbing (MEP) disciplines model to a high level of detail and easily coordinate with building project contributors.
The Internet of things (IoT) refers to the concept of extending Internet connectivity beyond conventional computing platforms such as personal computers and mobile devices, and into any range of traditionally “dumb” or non-internet-enabled physical devices and everyday objects. Embedded with electronics, Internet connectivity, and other forms of hardware (such as sensors), these devices can communicate and interact with others over the Internet, and they can be remotely monitored and controlled.
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