My URL ProMy URL Pro

    Subscribe to Updates

    Get the latest creative news from FooBar about art, design and business.

    What's Hot

    Important Key Factors You Must Consider While Opting for A Home Loan

    March 29, 2023

    From Ancient Times to Modern Medicine: The Incredible Sakae Naa Benefits

    March 29, 2023

    Hōjicha Benefits: The Superfood Tea You Didn’t Know You Needed in Your Diet

    March 29, 2023
    Facebook Twitter Instagram
    • Technology
    • Home Improvement
    • Business
    • Gaming
    • Lifestyle
    • Home Improvement
    Facebook Twitter Instagram
    My URL ProMy URL Pro
    • Home
    • Business

      All About Top High-Demand Jobs in Ontario for 2023

      March 13, 2023

      What Steps Are Involved When Planning A Cloud Strategy?

      March 13, 2023

      How to Pick the Right Custom Software Development Services?

      March 9, 2023

      Card Payments – What You Need to Know

      March 6, 2023

      4 Reasons You Need The Best Sniper gel Blasters For Kids

      February 28, 2023
    • Technology
    • Home Improvement
    • Lifestyle
      • Health
      • Fashion
      • Travel
      • Food
      • Pets
    • More
      • Sports
      • World
      • Gaming
      • Real Estate
      • Digital Marketing
      • Finance
      • Automobile
      • Law
      • Education
    My URL ProMy URL Pro
    Home » Technology » Data Science Course Life Cycle in Bangalore
    Technology

    Data Science Course Life Cycle in Bangalore

    ayeshaBy ayeshaJune 15, 2020Updated:January 24, 2023No Comments3 Mins Read
    Facebook Twitter Pinterest LinkedIn Tumblr WhatsApp Email
    Data Science Course Life Cycle in Bangalore
    Share
    Facebook Twitter LinkedIn WhatsApp Pinterest Email

    Last Updated on January 24, 2023 by Faiza Murtaza

    Data science is one of those broad fields in which data is collected, processed, analyzed and theories, tools, concepts, techniques, and technologies are obtained. This valuable knowledge is extracted from the information obtained simply from raw data.

    This is done to help individuals and organizations make efficient decisions, consume, manage, and store data. Theoretical, computational, mathematical, and practical techniques and methods are used to obtain, analyze and evaluate the available data. This data can be used for multiple purposes like the development of products, forecasting, decision-making and trend analysis.

    Table of Contents

    • What is the lifecycle of data science?
    • What job prospects are available in data science?
    • Resource box

    What is the lifecycle of data science?

    Phase1- Discovery- before starting any project, it is crucial to learn more about the priorities, specifications, required budget and other types of requirements. You need to be certain about the questions you ask and use all the available resources like people, technology, data and time in a very optimum way. This phase also includes framing of the business problem and formulating the initial hypothesis to test.

    Phase2- Data preparation- This is the phase wherein an analytic sandbox is required to perform analytics for the project and to get the available data into the sandbox, ETLT (extract, transform, load and transform) is performed.

    Phase3- Model planning- This phase is where all the techniques and methods are used so that relationships can be drawn between variables and this will set a base for all the algorithms to be implemented in the upcoming phase. R, SQL analysis services, SAL/ACCESS are some of the tools used for model planning.

    Phase4-Model building- Datasets will be developed in this phase for the purpose of training and testing. Here whether the tools will be able to run the models or will require an environment which is more robust will be kept under consideration.  Numerous techniques for learning, classification, clustering and association will be analyzed.

    Phase5-Operationalise- Technical documents, final reports, codes and briefings will be delivered and, also a pilot project will get implemented in a production environment which will be real-time.

    Phase6- Communicate results- If the goal has been achieved, it is extremely important to evaluate all the planning done in phase 1. This last phase is for identifying the key findings and interacting with the stakeholders to determine whether the criteria decided in the first phase has been successful or has failed.

    Read More: Data Science Course With Python

    What job prospects are available in data science?

    One of the most common jobs available after completing the course of data science is a data scientist. Data scientists are responsible for designing and implementing some of the processes used to mine data for modeling and research related purposes. Data architect is also one of the most common jobs in the data science field. Data architects help in the development of the underlying architecture so that it can be processed and analyzed and the extracted data can help organizations in several ways like creation of a blueprint, etc. Data analyst has also become one of the most well-known professions. Data analysts analyze the data and look out for meaningful insights like numerical information, charts, graphs, reports, etc. Some of the other common job prospects of data science are data engineers, statisticians and database engineers.

    Resource box

    Data science is a field which is growing day-by-day. More and new job prospects are emerging daily and data science has a great scope in the future. In order to make a prosperous career in data science and to become a successful data scientist, I joined a data science course in bangalore.

    Share. Facebook Twitter Pinterest LinkedIn Tumblr WhatsApp Email
    ayesha

    Related Posts

    The Art of Glassmaking: A Guide to Choosing the Perfect Glassmaking Oven

    March 23, 2023

    Need EHS Software Solutions? Then You Need Nimonik!

    March 17, 2023

    Need EHS Software Solutions? Then You Need Nimonik!

    March 17, 2023

    The Importance of Server Hosting for Modern Business Operations

    March 14, 2023

    What is the time difference between Seattle and Hawaii?

    March 5, 2023

    XenForo performance optimization: Best practices for fast page load times.

    March 4, 2023
    Add A Comment

    Comments are closed.

    Recent Posts
    • Important Key Factors You Must Consider While Opting for A Home Loan
    • From Ancient Times to Modern Medicine: The Incredible Sakae Naa Benefits
    • Hōjicha Benefits: The Superfood Tea You Didn’t Know You Needed in Your Diet
    Don't Miss

    Important Key Factors You Must Consider While Opting for A Home Loan

    By davidharnoldMarch 29, 2023

    Owning the home of your choice is a major financial goal that many aspire to…

    From Ancient Times to Modern Medicine: The Incredible Sakae Naa Benefits

    March 29, 2023

    Hōjicha Benefits: The Superfood Tea You Didn’t Know You Needed in Your Diet

    March 29, 2023

    Gongoli Root Benefits: A Treasure Trove of Nutrients and Benefits

    March 29, 2023
    Stay In Touch
    • Facebook
    • Twitter
    • Pinterest
    • Instagram
    • YouTube
    • Vimeo
    Our Picks

    Important Key Factors You Must Consider While Opting for A Home Loan

    March 29, 2023

    From Ancient Times to Modern Medicine: The Incredible Sakae Naa Benefits

    March 29, 2023

    Hōjicha Benefits: The Superfood Tea You Didn’t Know You Needed in Your Diet

    March 29, 2023

    Gongoli Root Benefits: A Treasure Trove of Nutrients and Benefits

    March 29, 2023

    Subscribe to Updates

    Get the latest creative news from SmartMag about art & design.

    Top Picks
    • Technology
    • Home Improvement
    • Business
    • Gaming
    • Lifestyle
    • Home Improvement

    Important Key Factors You Must Consider While Opting for A Home Loan

    March 29, 2023

    From Ancient Times to Modern Medicine: The Incredible Sakae Naa Benefits

    March 29, 2023
    About Us

    Hi, Welcome to My URL Pro. My URL Pro is a news and updates website which uploads only official and authentic content. My URL Pro was founded in 2019 by Abdul Waheed.
    Contact us: admin@myurlpro.com

    Facebook Twitter Instagram Pinterest
    • Home
    • About
    • Contact Us
    • Privacy Policy
    © 2023 All rights reserved by My URL Pro.

    Type above and press Enter to search. Press Esc to cancel.

    We use cookies on our website to give you the most relevant experience by remembering your preferences and repeat visits. By clicking “Accept All”, you consent to the use of ALL the cookies. However, you may visit "Cookie Settings" to provide a controlled consent.
    Cookie SettingsAccept All
    Manage consent

    Privacy Overview

    This website uses cookies to improve your experience while you navigate through the website. Out of these, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. We also use third-party cookies that help us analyze and understand how you use this website. These cookies will be stored in your browser only with your consent. You also have the option to opt-out of these cookies. But opting out of some of these cookies may affect your browsing experience.
    Necessary
    Always Enabled
    Necessary cookies are absolutely essential for the website to function properly. These cookies ensure basic functionalities and security features of the website, anonymously.
    CookieDurationDescription
    cookielawinfo-checkbox-analytics11 monthsThis cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics".
    cookielawinfo-checkbox-functional11 monthsThe cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional".
    cookielawinfo-checkbox-necessary11 monthsThis cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary".
    cookielawinfo-checkbox-others11 monthsThis cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other.
    cookielawinfo-checkbox-performance11 monthsThis cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance".
    viewed_cookie_policy11 monthsThe cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data.
    Functional
    Functional cookies help to perform certain functionalities like sharing the content of the website on social media platforms, collect feedbacks, and other third-party features.
    Performance
    Performance cookies are used to understand and analyze the key performance indexes of the website which helps in delivering a better user experience for the visitors.
    Analytics
    Analytical cookies are used to understand how visitors interact with the website. These cookies help provide information on metrics the number of visitors, bounce rate, traffic source, etc.
    Advertisement
    Advertisement cookies are used to provide visitors with relevant ads and marketing campaigns. These cookies track visitors across websites and collect information to provide customized ads.
    Others
    Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet.
    SAVE & ACCEPT
    Go to mobile version