#DATA SCIENCECERTIFICATION COURSE IN MUMBAI

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Data Science Training in Bhandup |Life Cycle of Data Science

We all know that Data Science is quickly developing a field in the technology industry. Data science open a door of the huge data science job industry. Never know how much data science will inform your life.

Amazon recommendations, Marketing campaigns, Siri, Price comparison sites, and image reorganization on Facebook are examples. Hence, All are powered by Data Science. So if you think to get deep knowledge in Data science. Checkout Livewire, Is provided one of the best data Science Training Institute in Bhandup.

What is data science?

Data science is a combination of Computer science, Mathematical statistics, and Applications.

In India, a Data scientist should get a high salary per month than the jobs in other fields. A Data Science role requires a deep understanding of the business and visualization skills to drive business results. However, A data scientist delivers business impact through the information gathered from the data which is available.

Everyone Should understand about the Data Science Life cycle because those who will engage with their data science project and also who will try to make them self as a data scientist. To make them self as a data scientist first to get the best Data science training near me in mumbai

Here we take your time to roll your eyes on the 7 phases of Data Science Life Cycle

1.Business Understanding

Data Scientist is those people who always will ask Relevant questions and define the objective for the problem that needs to be tackled. They are the people who always ensure that every decision taken in the company is supported the data in the company and that have a high priority to achieve result. Before you entering into the Data Science project, You have a deep understanding of how to solve the problem.

So in this stage, you also have to identifying the central objectives of the project. And also have a knowledge  in the variables that you need to predicted.

2.Data Exploration

The data exploration stage is like the brainstorming of the data analysis. Here you understand the patterns and bias in your data. Using this information you have an overall idea about the Your data ansproblem you  tackling. for example if you were predicting the score of students, you will compare the relationship between the score and sleep.

3.Data Mining

In this stage, collecting your data from different sources. After collecting all these data which is present in the databases, then your job is relatively simple because you can query these data science sql queries or using the dataframe tools.

For example,  Google analytics allows you to crack the custom events within the applications. That can help you to understand the how your users behave abd collect the corresponding data.

4.Featured Engineering

It is the process of Select Important Features and Constructs more meaningful ones using the raw data that you have. Also, Featured Engineering represents a business problem.

Featured engineering contains two tasks. One is featured selection and the second is featured construction. In Featured Selection, it is the process to cut down the features that add more noise than information. Also, in  Featured Construction, It is the process of creating new feature from ones that already Have.

5.Predictive Modeling

It is the stage where the machine learning finally comes into your data science project. Analyze historical and current data. Thus to generate a model to help predict future outcomes.

If once you created the model, But it is very hard to predict the success of the model. The K-fold cross model is the process is commonly used to measure the accurate model.

6.Data Visualization

It is very simple but the most difficult task. In this stage, It combines with the  fields of communication, psychology, statistics, and art.  Hence, create and study of the visual representation of data to communicate information clearly use statistical graphics, plots and other tools.

7.Data Cleaning

Detecting and corrupt or inaccurate records and then replacing,  modifying or deleting the dirty or course data. In this stage, to clean data carefully. And also, missing data courses errors. So, very careful about the data cleaning.

Data Science Training in Bhandup

In Mumbai, Contains very rich of training institute. So choose the right training institute for data science in Mumbai. Livewire’s Data science training in Bhandup is ideal for the top data science training institute in Mumbai.

Livewire from Bhandup also provide the other certification courses.such as Machine Learning, Data Science Using Python, Ethical Hacking, and also Java programming. Also, It is an ISO certified Top Training institute in Bhandup.