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Python for Data Science

Linda Anderson Linda Anderson
0 Lessons
English
Python for Data Science

Description

This comprehensive course will equip you with the Python programming skills and data science tools needed to analyze complex datasets and extract meaningful insights. You'll learn how to manipulate data, create visualizations, and build machine learning models using Python's powerful libraries.

Starting with Python fundamentals, you'll progress to data manipulation with pandas, numerical computing with NumPy, data visualization with Matplotlib and Seaborn, and machine learning with scikit-learn. You'll work with real-world datasets to solve practical problems and develop a portfolio of data science projects.

By the end of the course, you'll have the skills to perform exploratory data analysis, create compelling visualizations, and implement machine learning algorithms. Whether you're looking to start a career in data science or enhance your current role with data analysis skills, this course provides the foundation you need to succeed.

What you'll learn in this course?

NumPy fundamentals
Pandas for data manipulation
Data visualization techniques
Statistical analysis basics
Machine learning introduction
Data cleaning methods
Feature engineering
Model evaluation
Real-world datasets
Project workflow

Requirements

Basic Python knowledge
Understanding of math concepts
Jupyter Notebook installed
No prior data science experience
Curiosity about data analysis

Course Curriculum

4 Modules • 0 Lessons

Faculty & Course Instructor

Linda Anderson

Linda Anderson

Distinguished Faculty Member
I am a programmer with over 12 years' experience gained in a range of industries, the last 16 with IBM.rnrnI am now self employed developing apps for Android; programming in a range of languages including Java, Javascript and Python; and helping the next generation of programmers gain the skills that I have acquired over the years.rnrnThe first program I sold controlled stock movement in a warehouse, and ran on a CP/M computer - both the program and operating system lived in the 64 kb (yes, kilobytes) that was all CP/M systems had in those days.rnrnI have gained experience in a wide range of industries including Utilities, Retail, Insurance and the Motor Manufacturing industry. My clients and employers have included Northumbrian Water, Arcadia, Royal Sun Alliance, Nissan and Jaguar Landrover. I also worked for Sunderland University for 3 years preparing and delivering training courses in computing.rnrnTimes have changed, the challenges are very different to what they were, but programming remains fun!rnrnWhen not at my computer, I am often riding my motorbike through the wonderful countryside of the UK and Europe.

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INR 10.00
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  • Lessons
    0
  • Students
    Unlimited
  • Skill level
    All
  • Language
    English
  • Certifications
    Verified Certificate
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