Python Data Science

Python Data Science

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Learning Outcome

Description

The Python Data Science is the best way for you to gain deep insight and knowledge of this topic. You will learn from industry experts and obtain an accredited certificate after completing the course. Enrol now for a limited-time discounted price.

Like all the courses of One Education, this Python Data Science is designed with the utmost attention and thorough research. All the topics are broken down into easy to understand bite-sized modules that help our learners to understand each lesson very easily.

We don’t just provide courses at One Education; we provide a rich learning experience. After purchasing a course from One Education, you get complete 1-year access with tutor support.

Our expert instructors are always available to answer all your questions and make your learning experience exquisite.

After completing the Python Data Science, you will instantly get an e-certificate that will help you get jobs in the relevant field and will enrich your CV.

If you want to learn about this topic and achieve certifications, simply enrol this Python Data Science from One Education.

Why People Love and Enrol in The Python Data Science from One Education

  • Instantly accessible CPD-accredited certificate on successful completion of this Python Data Science
  • 24/7 access to the course for 12 months
  • Study at your own pace
  • No hidden fees or exam charges
  • Full Tutor support on weekdays (Monday – Friday)
  • Efficient assessment and instant results

Course design

The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace.

You are taught through a combination of

    • Video lessons
    • Online study materials

How is the course assessed?

Upon successful completion, you will qualify for the UK and internationally-recognised certification and you can choose to make your achievement formal by obtaining your PDF Certificate at a cost of £9 and Hard Copy Certificate for £15.

Will I receive a certificate of completion?

Upon successful completion, you will qualify for the UK and internationally-recognised certification and you can choose to make your achievement formal by obtaining your PDF Certificate at a cost of £9 and Hard Copy Certificate for £15.

Why study this course

Whether you’re an existing practitioner or aspiring professional, this course will enhance your expertise and boost your CV with key skills and an accredited qualification attesting to your knowledge.

The Python Data Science is open to all, with no formal entry requirements. All you need is a passion for learning, a good understanding of the English language, numeracy and IT, and to be over the age of 16.

Course Curriculum

Course Introduction and Table of Contents
Course Introduction and Table of Contents 00:09:00
Introduction to Python, Pandas and Numpy
Introduction to Python, Pandas and Numpy 00:07:00
System and Environment Setup
System and Environment Setup 00:08:00
Python Strings
Python Strings – Part 1 00:11:00
Python Strings – Part 2 00:09:00
Python Numbers and Operators
Python Numbers and Operators – Part 1 00:06:00
Python Numbers and Operators – Part 2 00:07:00
Python Lists
Python Lists – Part 1 00:05:00
Python Lists – Part 2 00:06:00
Python Lists – Part 3 00:05:00
Python Lists – Part 4 00:07:00
Python Lists – Part 5 00:07:00
Tuples in Python
Tuples in Python 00:06:00
Sets in Python
Sets in Python – Part 1 00:05:00
Sets in Python – Part 2 00:04:00
Python Dictionary
Python Dictionary – Part 1 00:07:00
Python Dictionary – Part 2 00:07:00
NumPy Library - Introduction
NumPy Library Intro – Part 1 00:05:00
NumPy Library Intro – Part 2 00:05:00
NumPy Library Intro – Part 3 00:06:00
NumPy Array Operations and Indexing
NumPy Array Operations and Indexing – Part 1 00:04:00
NumPy Array Operations and Indexing – Part 2 00:06:00
NumPy Multi-Dimensional Arrays
NumPy Multi-Dimensional Arrays – Part 1 00:07:00
NumPy Multi-Dimensional Arrays – Part 2 00:06:00
NumPy Multi-Dimensional Arrays – Part 3 00:05:00
Introduction to Pandas Series
Introduction to Pandas Series 00:08:00
Introduction to Pandas Dataframes
Introduction to Pandas Dataframes 00:07:00
Pandas Dataframe conversion and drop
Pandas Dataframe conversion and drop – Part 1 00:06:00
Pandas Dataframe conversion and drop – Part 2 00:06:00
Pandas Dataframe conversion and drop – Part 3 00:07:00
Pandas Dataframe summary and selection
Pandas Dataframe summary and selection – Part 1 00:06:00
Pandas Dataframe summary and selection – Part 2 00:06:00
Pandas Dataframe summary and selection – Part 3 00:07:00
Pandas Missing Data Management and Sorting
Pandas Missing Data Management and Sorting – Part 1 00:07:00
Pandas Missing Data Management and Sorting – Part 2 00:07:00
Pandas Hierarchical-Multi Indexing
Pandas Hierarchical-Multi Indexing 00:06:00
Pandas CSV File Read Write
Pandas CSV File Read Write – Part 1 00:05:00
Pandas CSV File Read Write – Part 2 00:07:00
Pandas JSON File Read Write
Pandas JSON File Read Write Operations 00:07:00
Pandas Concatenation Merging and Joining
Pandas Concatenation Merging and Joining – Part 1 00:05:00
Pandas Concatenation Merging and Joining – Part 2 00:04:00
Pandas Concatenation Merging and Joining – Part 3 00:04:00
Pandas Stacking and Pivoting
Pandas Stacking and Pivoting – Part 1 00:06:00
Pandas Stacking and Pivoting – Part 2 00:05:00
Pandas Duplicate Data Management
Pandas Duplicate Data Management 00:07:00
Pandas Mapping
Pandas Mapping 00:04:00
Pandas Grouping
Pandas Groupby 00:06:00
Pandas Aggregation
Pandas Aggregation 00:09:00
Pandas Binning or Bucketing
Pandas Binning or Bucketing 00:08:00
Pandas Re-index and Rename
Pandas Re-index and Rename – Part 1 00:04:00
Pandas Re-index and Rename – Part 2 00:05:00
Pandas Replace Values
Pandas Replace Values 00:05:00
Pandas Dataframe Metrics
Pandas Dataframe Metrics 00:07:00
Pandas Random Permutation
Pandas Random Permutation 00:08:00
Pandas Excel sheet Import
Pandas Excel sheet Import 00:07:00
Pandas Condition Selection and Lambda Function
Pandas Condition Selection and Lambda Function – Part 1 00:05:00
Pandas Condition Selection and Lambda Function – Part 2 00:05:00
Pandas Ranks Min Max
Pandas Ranks Min Max 00:06:00
Pandas Cross Tabulation
Pandas Cross Tabulation 00:07:00
Matplotlib Graphs and plots
Graphs and plots using Matplotlib – Part 1 00:06:00
Graphs and plots using Matplotlib – Part 2 00:02:00
Matplotlib Histograms
Matplotlib Histograms 00:03:00
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