Over the years, we humans have made significant differences in the various domains of science and research. While dealing with the sector of computer science, the current biggest trend is DATA SCIENCE. It covers a huge domain and includes various aspects.
What is Data Science?
Data Science is a field in the domain of information technology that deals with extracting knowledge and information from the given set of data by the usage of scientific method, algorithms, various processes and systems. The data being dealt with could be either structured or unstructured.
Data science is an emerging concept, which focuses on unifying statistics, data analysis, machine learning and their related methods. It employs methods and processes drawn from various fields such as mathematics, statistics, computer and information sciences.
Why Data Science?
In the past, most of our data used to be structured and small in size, which could be dealt with and analyzed using simple business intelligence tools. However, in the past few years, this trend has drastically shifted. The data that we deal with is highly unstructured or semi-structured. The source of this data is mainly text files, multimedia formats, financial logs, sensors and instruments. The earlier existing business intelligence tools are not sufficient enough to process this bulky data. This is why we need more advances and complex tools and algorithms for processing and analyzing the existing data set.
Data Science Training in Hyderabad not only makes the analysis of data easier and more meaningful, but also plays a major role in simplifying the process of collection of data. Let’s take an example of self-driven cars. These cars collect various data and information from the sensors and the cameras to create a map of its surroundings. Further, based on the set of information obtained, it makes decisions such as deciding the speed, crossing the barrier, when to take a turn – making use of various machine learning algorithms.
It has a life too
Data science basically follows a life-cycle in order to analyze and process data. The life cycle consists of six main phases – discovery, data preparation, model planning, model building, ope-rationalize and communicate results.
The first phase of data science deals with the framing of the business problem and formulation of an initial hypothesis to analyze further.
The second phase is data preparation. It is in the phase where the data is prepared for analysis and exploration. Various sets of information are extracted and transformed before it is further visualized.
Model planning is the phase where we determine the various methods and techniques t o outline the relationships between various sets of variables. In the fourth phase of model building, various datasets are developed for training and testing purposes.
In the final two phases, the final reports, briefings, code and documents are delivered. It is also important to evaluate whether our initial goal has been achieved or not. This evaluation is carried out in the last phase of the data science cycle.
Data science is the future of data handling and management. It is an important aspect of information technology sector and it is going to stay here for a very long time; until the moment the humans do not develop advanced versions of the existing methodology. To get Data Science Course in Hyderabad, join 360DigiTMG.
Navigate to this Address:
360DigiTMG - Data Analytics, Data Science Course Training Hyderabad
Address: 2-56/2/19, 3rd floor, Vijaya towers, near Meridian school,
Ayyappa Society Rd, Madhapur, Hyderabad, Telangana 500081.
Phone: 099899 94319.