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    Advanced PGP in Data Science and Machine Learning (Part-Time)

    BY
    StackRoute via NIIT

    Explore the field of data science by learning its techniques and aspects with the Advanced PGP in Data Science and Machine Learning (Part-Time) course.

    Brochure Enquire
    Mode

    Part time, Online

    Duration

    50 Weeks

    Fees

    ₹ 225000

    Inclusive of GST

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study, Virtual Classroom
    Mode of Delivery Video and Text Based

    Course overview

    The Advanced PGP in Data Science and Machine Learning (Part-Time) online course is a StackRoute certified professional course provided by the National Institute of Information Technology for individuals with no prior experience with programming and data analytics. This course is a part-time program scheduled for forty hours and is for the data science level 2 and level 3 consisting of advanced training for the candidates. 

    The learners receive an experiential learning experience with the concepts of data preparation, data analysis, data visualization, data modeling, statistical analysis. The course study is also about applied machine learning models, NLP for analysis texts, techniques for deep learning, and data-based storytelling using software tools and frameworks.

    The Advanced PGP in Data Science and Machine Learning (Part-Time) training is outcome-based for the students and the projects will enable them to achieve the skills and understanding necessary to counter the challenges in the field of data science.

    The highlights

    • Online mode
    • Fifty Weeks program
    • Advanced level training
    • Part-time course
    • Industrial projects
    • Personalized feedback
    • Mentorship
    • Practitioner designed curriculum
    • Placement support
    • Technical skills

    Program offerings

    • Projects
    • Technical support
    • Mentor-led sessions
    • Virtual sessions
    • Job assistance
    • Portfolio
    • Certificate
    • Loan assistance
    • Expert guidance
    • Career development
    • Software tools
    • Payment options
    • Technical skills
    • Engineering skill

    Course and certificate fees

    Fees information
    ₹ 225,000  (Inclusive of GST)

    The ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ certification course is available online for the students. The course fee can be paid as a one-time payment or through EMI.

    Advanced PGP in Data Science and Machine Learning (Part-Time) fee structure

    Head
    		Amount in INR

    Upfront payment

    Rs 2,25,000(including GST)

    certificate availability

    Yes

    certificate providing authority

    StackRoute

    Who it is for

    Data analyst Data scientist Database architect

    The ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ is targeted at individuals who are data enthusiasts and professionals who work with data. It helps those with the foundational skills of data science to improve their knowledge and explore opportunities as data scientists, business analysts, and data analysts.

    Eligibility criteria

    • The candidates who wish to join the ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ certification program are required to have completed their high school education of 10th and 12th with a minimum aggregate of 50% or can also have a graduate degree with 50% marks.
    • For this advanced program on data science and machine learning, the learners will have to pass the test on data analysis and data visualization using Excel and python software tools. 
    • The candidates with the qualification of a foundation course on data science are not required to take the eligibility test.

    What you will learn

    Data science knowledge Machine learning Knowledge of data visualization Knowledge of python Programming skills Knowledge of deep learning Statistical skills Knowledge of excel Knowledge of nlp modelling Knowledge of data mining Decision making skills Analytical skills
    • The Advanced PGP in Data Science and Machine Learning (Part-Time) classes enable the students to gain technical knowledge and skills associated with data analysis and data visualization done using Microsoft excel. 
    • The candidates will learn about programming with the help of python and relational database management systems(RDBMS). Python is also used for data analytics.
    • The learners will know about the preparation and storage of data, building data dashboards, and visualization using the software tableau.
    • Machine learning techniques are used for business forecasting and predictive analytics, NLP for evaluating the texts.
    • The Advanced PGP in Data Science and Machine Learning (Part-Time) syllabus will equip the candidates with the principles and concepts of deep learning and ways to create and apply machine learning models for decision making that can be automated.

    The syllabus

    Week 1 - 20 : Data Science professional level 1

    • Source, validate, clean, store, and query data and perform data analysis
    • Create data dashboards & visualizations using Tableau
    • Slice and dice data to generate hypotheses
    • Use statistical tools to validate a hypothesis
    • Apply story-telling techniques using data to engage with stakeholders and help in data-based business decision-making
    • Create data and ML models for business forecasting and predictive analytics

    Week 21 - 40 Data Science professional level 2

    • Modeling data using machine learning tools and techniques
    • Analyze unstructured textual data
    • Construct, define and validate the ML models for supported/automated decision making
    • Use NLP to analyze textual data
    • Introduction to Deep Learning
    • Complete a project including ML modeling: Business understanding, Data preparation, Data Analysis, Prepare ML model, Deploy ML Model, Demo & Present Insights.

    Admission details

    The ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ training registration is done online through the NIIT website as per the following steps,

    Step 1: Go to the ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ course page on the official website of NIIT using the link below,

    https://www.niit.com/india/data-science/advanced-post-graduate-program-data-science-machine-learning-parttime

    Step 2: Click on the ‘Apply Now’ link and check the eligibility by entering the relevant information.

    Step 3: Fill in the application form and take the screening tests for aptitude and English)

    Step 4: After clearing the screening process, enroll yourself for the course by making the payment.

    Scholarship Details

    The students who are not able to afford the one-time payment of the course fee can apply for the loan facility organized by the course provider NIIT through a third-party lender. The candidates are expected to pay the initial amount of 10% and avail of the loan arrangement.

    How it helps

    The ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ benefits the students by enabling them to cultivate engineering skills required for excelling in the career such as handling Git, skills for reviewing and refactoring, coding techniques, statistical tools, and frameworks, data storytelling strategies and knowledge about CRISP-DM. The trainees also get equipped with the expertise for professional development of self with qualities that aid communication, presentation, confidence, articulation, and work efficiency.

    FAQs

    Which online education provider website offers the online course on ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’?

    The NIIT provides the course on ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ for data enthusiasts.

    How long are the duration of the ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ online course?

    The course is scheduled for forty weeks.

    Who can take the ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ training?

    The training is aimed at data enthusiasts, individuals who are involved in working with data, and those who have prerequisite knowledge of data science.

    Can I get a loan to pay the ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ course fees?

    Yes, NIIT has a facilitated loan option for the students who are required to pay the initial 10% of the amount and apply for the loan through the website.

    Do I need to take an eligibility test for the ‘Advanced PGP in Data Science and Machine Learning (Part-Time)’ program?

    The students who apply for the course will have to pass the test on data analysis and data visualization using Excel and Python. Those with the foundational qualification for data science are directly eligible for the course.

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