Overview

Python for Data Science and Analytics

Python has become the go-to language for data science, and this three-day course is designed to introduce beginners to the world of data analysis, visualization, and machine learning using Python. Participants will gain hands-on experience with Python libraries and tools essential for data science, empowering them to embark on a data-driven journey.

Skills Covered

By the end of this course, participants will:

  • Have a fundamental understanding of Python and its role in data science.
  • Be proficient in using Python libraries such as NumPy, pandas, and Matplotlib for data manipulation and visualization.
  • Be able to perform data analysis and cleaning tasks on real-world datasets.
  • Be familiar with the basics of machine learning and be able to apply simple machine learning algorithms.
  • Have completed practical projects and exercises to reinforce their learning.
  • Gain the confidence to continue exploring and advancing their data science skills.

Prerequisites

There are no prerequisites required to attend this course.

Target Audience

  • Beginner level courses for aspiring Data Scientist.
  • Anyone who is interested in data science.

Course Curriculum

Module 1: Python Fundamentals for Data Science

  • Introduction to Python: Syntax, variables, and data types.
  • Control structures: If statements and loops.
  • Functions and libraries in Python.
  • Hands-on exercises: Basic operations.

Module 2: Data Manipulation and Visualization

  • Introduction to pandas for data manipulation.
  • Loading, exploring, and cleaning datasets with pandas.
  • Introduction to NumPy for numerical data.
  • Hands-on exercises.

Module 3: Introduction to Machine Learning with Python

  • Data visualization with Matplotlib.
  • Creating bar charts, scatter plots, and line charts.
  • Hands-on project: Visualizing real-world data.
  • Hands-on exercises
  • Course wrap-up, Q&A, and next steps in the data science journey.

Dates & Locations

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Exam & Certification

This course is not associated with any Certification.

Training & Certification Guide

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