Course Info

Length: 1 Week

Type: Online

Available Dates

Fees

  • Dec-09-2024

    1,790

  • Jan-06-2025

    1,790

  • Feb-03-2025

    1,790

  • Mar-03-2025

    1,790

  • Apr-07-2025

    1,790

  • May-05-2025

    1,790

  • June-02-2025

    1,790

  • July-07-2025

    1,790

  • Aug-04-2025

    1,790

  • Sep-01-2025

    1,790

  • Oct-06-2025

    1,790

  • Nov-03-2025

    1,790

  • Dec-01-2025

    1,790

Course Details

Course Outline

5 days course

Understanding Data Science

  • Overview of data science: definition, importance, and applications.
  • Key roles and responsibilities in a data science team.
  • Introduction to data types and data structures.
  • Basic principles of data management.

Data Analysis Basics

  • Introduction to statistics for data science: Descriptive & inferential statistics.
  • Exploratory data analysis and data cleaning.
  • Data wrangling and transformation.
  • Introduction to regression analysis.

Introduction to Machine Learning

  • Defining machine learning and its importance in data science.
  • Overview of supervised, unsupervised, and reinforcement learning.
  • Basic machine learning algorithms: Regression, classification, and clustering.
  • Training and validation of machine learning models.

Data Visualisation

  • The importance of data visualisation in data science.
  • Understanding different data visualisation tools.
  • Creating impactful visualisations: charts, graphs, heat maps.
  • Effective storytelling with data.

Ethics and Future Trends in Data Science

  • Discussion on ethical considerations in data science: privacy, bias, and fairness.
  • The role of data governance in data science.
  • Emerging trends in data science: AI, Big Data, IoT.
  • The future of data science: skills for success.

Course Video