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    Post Graduate Certificate Program in Data Science and Machine Learning

    BY
    Jigsaw Academy via UNext Learning

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    Mode

    Online

    Duration

    9 Months

    Fees

    ₹ 150000

    Quick Facts

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

    Course and certificate fees

    Fees information
    ₹ 150,000
    certificate availability

    Yes

    certificate providing authority

    Jigsaw Academy +1 more

    The syllabus

    Programming for Data Science (Python)

    • Starting Python & Basics of Python Language
    • Python Core Data Structures
    • Functions & Modules
    • Exception Handling, FILE Input/ output
    • NumPy
    • Introduction to Pandas, Operations in Pandas - Part I
    • Operations in Pandas - Part II

    Statistical Techniques for Data Science

    • Introduction to Statistics
    • Descriptive Statistics
    • Linear Algebra Probability
    • Sampling
    • Testing of Hypothesis
    • Data Relationship through Correlation
    • Regression
    • Mini Project

    Data Scraping and RDBMS

    • Data Scraping
    • Introduction to Database Management Systems
    • NoSQL
    • MongoDB

    Exploratory Data Analysis and Visualization

    • Introduction to Data Science
    • Data and Data Science Methodology
    • Data Manipulation and Dimensionality Reduction using Python
    • Data Visualization Visual Storytelling using Tableau/ Power BI
    • Mini Project

    Machine Learning

    • Introduction to Machine Learning and Data Science
    • Classification
    • Clustering
    • Recommendation systems
    • Time Series
    • Mini Projects

    Artificial Neural Networks and Deep Learning

    • Introduction to AI and Programming with TensorFlow
    • Introduction to Neural Networks
    • Deep Learning and Transfer Learning
    • Image Classification and Recognition
    • Mini Projects

    Text analytics and Natural Language Processing (NLP)

    • Introduction to Unstructured Data
    • Analysis and Text Analytics
    • Linguistic Basics
    • Text Modeling
    • Text Classification and Topic Modeling
    • Sentiment Analysis, document
    • Clustering and similarity
    • Deep Learning for NLP
    • NLP Application - Chatbot

    Capstone Project

    Aptitude

    Problem-Solving & Critical Thinking

    Mock Interviews

    Industry Lecture/ Masterclass

    Instructors

    Dr Chetana Hegde

    Dr Chetana Hegde
    Senior Faculty
    Manipal Prolearn

    Ph.D

    Ms Sarita Digumarti

    Ms Sarita Digumarti
    Faculty
    Jigsaw Academy

    Mr Gaurav Vohra

    Mr Gaurav Vohra
    Chief Executive Officer
    Jigsaw Academy

    Mr Mallikarjuna D

    Mr Mallikarjuna D
    Senior Faculty
    Freelancer

    Mr Akshatha Lakshmi
    Senior Associate
    UNext Learning

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