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Data Science Essentials for Beginners

Data Science Essentials for Beginners

author
Generated by
ProCodebase AI

Date Created
01/09/2024

Dive into the fundamentals of Data Science with this beginner-friendly course. Learn Python, data preprocessing, exploratory data analysis, visualization, and basic machine learning techniques. Gain practical skills to analyze and interpret data, setting a solid foundation for further exploration in the field of Data Science.

What you will learn -

  • Introduction to Data Science
  • Unlocking the Power of Python for Data Science
  • Data Cleaning and Preprocessing
  • Exploratory Data Analysis (EDA)
  • Data Visualization with Matplotlib and Seaborn
  • Introduction to Statistics
  • Understanding Probability Theory and Distributions
  • Introduction to Machine Learning
  • Supervised Learning: Regression and Classification Explained
  • Unsupervised Learning: Clustering and Dimensionality Reduction