Essential Data Science Building Blocks Course

    The course will familiarize the learners with all essential skill sets required to be a good data scientist and machine learning engineer with real-world practical case studies regardless of their educational and professional background. The course is designed with independent modules starting from basic Python, Exploratory Data Analysis, Data Visualization, Machine Learning, Deep Learning, Computer Visions, and Natural Language Processing.

  • The objective is to provide a foundational course to get started with Data Science and Machine Learning Engineering with real world projects and hands-on experiences. The essential skills are almost from all domains of data sciences including Machine Learning, Natural Language Processing and Computer Vision.
  • What you will learn
  • After completing this course learners will be able to: Learn and apply Machine learning techniques with real-world applications, Learn and apply Natural Language processing techniques with real-world applications, Learn and apply Computer Vision techniques with real-world applications, Developing a web application with Streamlit, Working with GitHub to maintain Data Science Portfolio.
  • Prerequisites
  • None
  • Duration
  • 37 Hours
  • Skill
  • beginner
  • Category
  • Computer Vision, Data Science, Deep Learning, Machine Learning, Natural Language Processing.
  • Syllabus
  • Basic Python Libraries for Data Science Applications
  • EDA: Exploratory Data Analysis and Feature Engineering
  • Data Visualization for Data Science Projects
  • Machine Learning Algorithms Application
  • Getting started with Natural Language Processing and Language Models
  • Deep Learning
  • Neural Network Application
  • Computer Vision Application
  • Transfer Learning Application
  • Streamlit Application
  • Working with Github
  • Developing and Publishing Data Science Package
  • Course Registration:

  • Please dpecify the chapter name as ``AIDA, Prince Sultan University, Saudi Arabia, Omdena Chapter`` under ``Which Omdena local chapter you are a member of? ``

Artificial Intelligence& Data Analytics (AIDA) Lab is the first multidisciplinary and interdisciplinary research lab at Prince Sultan University, Riyadh, Saudi Arabia.

Contact Info

  • Email:
  • Contact: +966-11-494-8437