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Python is a general-purpose programming language that is becoming more and more popular for doing data science. Companies worldwide are using Python to harvest insights from their data and get a competitive edge. Unlike any other Python tutorial, this course focuses on Python specifically for data science, you will learn about powerful ways to store and manipulate data as well as cool data science.


This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.


Edukite courses are free to study. To successfully complete a course you must submit all the assignment of the course as part of the assessment. Upon successful completion of a course, you can choose to make your achievement formal by obtaining your Certificate at a cost of £49.

Having an Official Edukite Certification is a great way to celebrate and share your success. You can:

  • Add the certificate to your CV or resume and brighten up your career
  • Show it to prove your success


Course Credit: Datacamp

Course Curriculum

Module: 1
Python For Data Science: Introduction 00:04:00
Variables and Types in Python 00:03:00
What is a Python List? 00:03:00
How to subset Python Lists 00:02:00
How to do List Manipulation in Python 00:03:00
How to use Python Functions. 00:04:00
How to use Python Methods. 00:05:00
How to make use of Python Packages. 00:04:00
Learn Numpy for Python 00:05:00
How to use Numpy Arrays in Python 00:03:00
Module: 2
Basic Statistics In Python With Numpy 00:03:00
Graphical exploratory data analysis with python 00:01:00
Python tutorial: Cumulative Distribution Functions 00:03:00
Plotting Data with Python 00:02:00
Python tutorial: Plotting histograms with Python 00:02:00
Python Tutorial: Exploratory Data Analysis 00:03:00
Statistical Thinking in Python 00:02:00
Learn Python: Relational Databases 00:01:00
Learn Python: Intro to SQL Queries 00:03:00
SQLAlchemy: Connecting to a database 00:03:00
Module: 3
Python tutorial: Introduction to Databases in Python 00:02:00
Python tutorial: introduction to relational databases 00:01:00
Scraping the web with Python 00:03:00
Python tutorial: HTTP requests to import data from the web 00:04:00
Python tutorial: Importing flat files from the web 00:04:00
Importing data in Python (Part 2) 00:01:00
Final thoughts: Importing data with Python 00:02:00
Python Pandas: Importing flat files 00:03:00
Python NumPy: Importing flat files 00:02:00
Importing flat files with Python 00:03:00
Module: 4
Getting started with importing data in Python 00:03:00
Importing data in Python – Course One 00:01:00
Python Tutorial: Writing functions in Python 00:02:00
Data Science Functions in Python 00:01:00
Python tutorial: Basic Ingredients of a Python function 00:01:00
Python Tutorial: Multiple parameters and return values 00:04:00
Python Tutorial: Writing user-defined functions 00:04:00
Customizing plots with python matplotlib 00:03:00
Histograms with python matplotlib 00:03:00
Basic plots with python matplotlib 00:04:00
Submit Your Assignment 00:00:00
Certification 00:00:00

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