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Data Analytics

The 10-hour course is spread over 2 weeks. The Basic Data Analysis course introduces key concepts in data preparation, visualization, and statistical analysis using different tools. Participants learn to clean, analyze, and interpret data, creating insightful visualizations and reports. The course includes hands-on projects, case studies,

Course Instructor Livtaar Academy

$250.00

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Course Overview

  • The 10-hour course is spread over 2 weeks 

    Introduction to Data Analysis

    • Basics of data analysis and its importance
    • Overview of data types, sources, and collection methods
    • Data-driven decision-making

  • Data Preparation and Cleaning

    • Data cleaning techniques: handling missing values, duplicates, outliers
    • Data transformation: normalization, standardization, encoding categorical variables
    • Data wrangling and preprocessing

  • Exploratory Data Analysis (EDA)

    • Data summarization and visualization techniques
    • Descriptive statistics: mean, median, mode, variance, standard deviation
    • Identifying data patterns, correlations, and trends

  • Data Visualization

    • Introduction to data visualization tools (e.g., Matplotlib, Seaborn, Tableau)
    • Best practices for creating effective visualizations
    • Communicating insights through visuals

  • Introduction to Statistical Analysis

    • Basic statistical concepts: probability, distributions, hypothesis testing
    • Inferential statistics: confidence intervals, p-values, t-tests
    • Understanding correlation and causation

  • Data Analysis Techniques

    • Introduction to linear and logistic regression
    • Basics of clustering and classification
    • Using pivot tables, charts, and basic formulas in Excel

  • Data Interpretation and Reporting

    • Interpreting data analysis results
    • Creating comprehensive reports and dashboards
    • Data storytelling and presentation best practices

  • Practical Applications and Case Studies

    • Hands-on projects and real-life case studies
    • Application of skills to analyze datasets
    • Peer reviews and feedback sessions

    • Schedule of Classes

    Course Curriculum

    1 Subject

    Data Analytics

    Course Instructor

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    Livtaar Academy

    28 Courses   •   858 Students

    We were brought up in a household with a passion for music and where the love and appreciation for Gurbani Keertan was inculcated in us from a very young age. In this era where most of us have drifted away from our roots and cultural heritage, Gurbani Keertan was something that helped keep us tethered to not only our culture but also to the almighty Akal Purakh. During the pandemic 2020 we were disheartened to see that most of the regular ongoing classes for gurmat sangeet at the gurudwaras closed down with people having no other alternatives. This gave us the drive to do something about this and that is how Livtaar was born.

    At Livtaar we believe that the opportunity to learn Keertan is for everyone irrespective of financial status. Hence feel free to reach out to us if you need any fee waiver with a genuine reason.  

    Wishing you all the best as you start your musical journey with us…