Introduction_to_Data_Science_PPT2.pptx format

Introduction_to_Data_Science_PPT2.pptx format

• 1.
  Introduction to DataScience High-Format Presentation
• 2.
  What is DataScience? • Data Science is a multidisciplinary field that uses scientific methods, algorithms, and systems to extract knowledge and insights from structured and unstructured data.
• 3.
  Evolution of DataScience • - Early Data Analysis: Manual computation and statistics • - Business Intelligence: Automated data processing • - Modern Data Science: Machine learning and big data technologies
• 4.
  Components of DataScience • - Data Collection and Engineering • - Exploratory Data Analysis • - Machine Learning & Statistical Modeling • - Data Visualization and Communication
• 5.
  Skills Required forData Scientists • - Programming (Python, R) • - Data Wrangling and Cleaning • - Statistical Analysis and Modeling • - Communication and Visualization Skills • - Domain Knowledge
• 6.
  Popular Tools inData Science • - Python & R • - Jupyter Notebook • - TensorFlow & Scikit-learn • - Apache Spark • - Tableau & Power BI
• 7.
  Industries Using DataScience • - E-commerce and Retail • - Healthcare and Pharmaceuticals • - Banking and Finance • - Manufacturing and Logistics • - Government and Public Sector