What is data science?

Website design By BotEap.comData science is a current technological world using a very common term. It is a multidisciplinary entity that processes data in a structured and unstructured way. It uses scientific and mathematical methods to process data and extract knowledge from it. It works on the same concept as Big Data and Data Mining. It requires powerful hardware along with efficient algorithm and software programming to solve the data problems or process the data to gain valuable insights from it.

Website design By BotEap.comCurrent information trends give us 80% of the data in an unstructured way, while the rest 20% is structured in a format for quick analysis. Unstructured or semi-structured details require processing to be useful in today’s business environment. In general, this information or details are generated from a wide variety of sources, such as text files, financial records, instruments and sensors, and multimedia forms. Extracting meaningful and valuable insights from this information requires advanced algorithms and tools. This Science is proposing a value proposition for this purpose and this is turning it into a valuable science for today’s technological world.

Website design By BotEap.comHow does data science extract information from data?

Website design By BotEap.com1. For example, today’s online sites maintain a large volume of details or information pertaining to their customer base. Now, the online store wants to propose product recommendations for each customer based on their past activity. The store got all the information of the customers such as previous purchase history, the products they search for in the history, income, age, and some more. Here, science can be of great help by generating model trains using the existing details and the store could recommend accurate products to the customer base at regular intervals. Processing information for this purpose is a complex activity, but science can do wonders for this purpose.

Website design By BotEap.com2. Let’s see another technological advance in which this science can be of great help. The autonomous car is the best example here. Live details or information from sensors, radar, lasers, and cameras generally create the environment map for self-driving cars. The car uses this information to decide where to be fast and slow and when to overtake other vehicles. Data science uses an advanced machine learning algorithm for this purpose. This is another best instance to convey more about science and how it helps in decision making using available details or information.

Website design By BotEap.com3. Weather forecasting is another area where this science plays a vital role. Here, this science used for predictive analytics. Details or information or facts or figures collected from radars, ships, satellites and aircraft used to analyze and build models for weather forecasting. Models developed using science help in forecasting the weather and also in accurately predicting the occurrence of natural calamities. Without science, the data collected will be totally wasted.

Website design By BotEap.comData Science Life Cycle

Website design By BotEap.com• Capture: Science begins with data acquisition, data entry, data extraction, and signal reception.

Website design By BotEap.com• Processing: This science processes acquired data effectively through data extraction, data grouping and classification, data modeling, and data summarization.

Website design By BotEap.com• Maintenance: The Science maintains processed data through data storage, data cleansing, data organization, and data architecture.

Website design By BotEap.com• Communicate: This science communicates or serves data using data reporting, data visualization, business intelligence, and decision-making models.

Website design By BotEap.com• Analysis: This science analyzes data using exploratory or confirmatory processes, predictive analysis, regression, text mining, and qualitative analysis.