You may add more courses here,
your list will be saved.

Home Online Courses Python Programming Python Data Science Basics
Online
IOMH - Institute of Mental Health Python Data Science Basics IOMH - Institute of Mental Health
Pay & enrol now

Python Data Science Basics

IOMH - Institute of Mental Health

Add to wishlist
  • Duration / Course length: Upto 6 Hours Start now
  • Accredited by: CiQCPD Qualification Standards
  • Certificates:
    Sample certificate
  • Course delivery: This course is delivered in video format

Course details

Master the essential tools of data science with Python Data Science Basics. This course introduces you to the powerful world of Python for data analysis, using libraries like Pandas and NumPy to manage, manipulate, and visualize data. Whether you're new to data science or want to build a stronger foundation in Python, this course covers everything from Python fundamentals to advanced data handling techniques. With a solid understanding of Python, you'll be ready to unlock deeper insights from your data, streamline complex tasks, and take the first steps toward becoming a data-driven professional.

Learning Outcomes
  • Understand Python’s basic and advanced data structures.
  • Learn to use NumPy for array operations and multi-dimensional data.
  • Master Pandas for data manipulation and analysis.
  • Work with various file formats using Pandas.
  • Visualize data using Matplotlib.
  • Efficiently manage, clean, and sort large datasets.
Course Curriculum
  • Module 01: Course Introduction and Table of Contents
  • Module 02: Introduction to Python, Pandas, and Numpy
  • Module 03: System and Environment Setup
  • Module 04: Python Strings
  • Module 05: Python Numbers and Operators
  • Module 06: Python Lists
  • Module 07: Tuples in Python
  • Module 08: Sets in Python
  • Module 09: Python Dictionary
  • Module 10: NumPy Library - Introduction
  • Module 11: NumPy Array Operations and Indexing
  • Module 12: NumPy Multi-Dimensional Arrays
  • Module 13: Introduction to Pandas Series
  • Module 14: Introduction to Pandas Dataframes
  • Module 15: Pandas Dataframe Conversion and Drop
  • Module 16: Pandas Dataframe Summary and Selection
  • Module 17: Pandas Missing Data Management and Sorting
  • Module 18: Pandas Hierarchical-Multi Indexing
  • Module 19: Pandas CSV File Read Write
  • Module 20: Pandas JSON File Read Write
  • Module 21: Pandas Concatenation, Merging, and Joining
  • Module 22: Pandas Stacking and Pivoting
  • Module 23: Pandas Duplicate Data Management
  • Module 24: Pandas Mapping
  • Module 25: Pandas Grouping
  • Module 26: Pandas Aggregation
  • Module 27: Pandas Binning or Bucketing
  • Module 28: Pandas Re-index and Rename
  • Module 29: Pandas Replace Values
  • Module 30: Pandas Dataframe Metrics
  • Module 31: Pandas Random Permutation
  • Module 32: Pandas Excel Sheet Import
  • Module 33: Pandas Condition Selection and Lambda Function
  • Module 34: Pandas Ranks, Min, Max
  • Module 35: Pandas Cross Tabulation
  • Module 36: Matplotlib Graphs and Plots
  • Module 37: Matplotlib Histograms
Updated on 14 October, 2024

Eligibility / Requirements


To enrol in this course, you only need a basic understanding of English and an internet connection.

Job roles this course is suitable for:

Data Analyst , Python Developer , Data Scientist , Business Intelligence Analyst , Machine Learning Engineer , Quantitative Analyst

About IOMH - Institute of Mental Health

The IOMH (Institute of Mental Health) is dedicated to empowering individuals like you to unlock your full potential and thrive in multiple areas of life. Whether you're seeking personal growth, professional development, or support in overcoming life's challenges, we have the resources and expertise to guide you on your transformative journey.

Our Vision: At the IOMH (Institute of Mental Health), we envision a world where every person is inspired to embrace change, overcome obstacles, motivate others, and find hope in the face of adversity. We believe that through education and support, individuals can tap into their inner strength and create meaningful transformations in all aspects of life.

Our Mission: Our mission is to break barriers and ignite the spark of possibility within you. We are committed to offering a diverse range of courses and programs that encompass variousniches, allowing you to explore and excel in multiple areas of interest. Our skillfully crafted content, designed by specialists, provides you with the knowledge and skills you need to become a well-rounded and empowered individual.

See all IOMH - Institute of Mental Health courses
Pay & enrol now Payment cards
USD 13
Pay & enrol now
Money Back Guarantee