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Data Analysis and Visualization with Python

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Data drives most businesses and industries, but only when expressed properly. Data without probability and statistics might as well be an alien language. Probability and statistics allow us to gather insights from data, predict trends, and form data-driven hypotheses about the future.

This skill path introduces the basics of statistical analysis using R, including sampling, working with variables, and understanding frequency distribution tables. Additionally, you’ll learn how to use probability …

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Courses in this Learning Path
1
Variables, Data Types, and Lists in Python — Dataquest
Dataquest Course via Dataquest
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Duration : 4 hours
Price :₹3,699
Level :Beginner
Learn Type :Certification
Variables, Data Types, and Lists in Python — Dataquest

This interactive Python course is designed for beginners. It teaches Python programming basics. You don't need any prior programming experience. We start from the beginning. Even if your code skills are not the best, we can help you build your data science foundation that will allow you to start your journey towards becoming a data professional.

The following topics are the focus of this …

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2
For Loops and Conditional Statements in Python — Dataquest
Dataquest Course via Dataquest
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Duration : 7 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
For Loops and Conditional Statements in Python — Dataquest

This course will continue to teach you the basics of Python data science. To make it easier and faster to master the basics, we divided these courses into four sections. This second part builds upon the knowledge gained in our Variables and Data Types in Python course.

This course is focused on the following:

  • You'll build a foundation using Python.
  • Understanding the principles behind …
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3
Dictionaries, Frequency Tables, and Functions in Python — Dataquest
Dataquest Course via Dataquest
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Duration : 5 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Dictionaries, Frequency Tables, and Functions in Python — Dataquest

This course will continue your learning of Python for data science. These courses were divided into four sections to make it easier and faster for you to grasp the basics. This third section builds upon the knowledge gained in our Variables Data Types and Lists in Python course, and our For Loops Conditional Statements course in Python.

Data science is in high demand. Take advantage of this …

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4
Python Functions and Jupyter Notebook — dataquest
Dataquest Course via Dataquest
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Duration : 7 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Python Functions and Jupyter Notebook — dataquest

This course will continue your learning of Python for data science. These courses were divided into four sections to make it easier and faster for you to grasp the basics. This fourth section builds upon the knowledge gained in our Variables Data Types and Lists in Python class, our For Loops & Conditional Statements In Python course, and our Dictionaries Frequency Tables and Functions in …

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5
Python for Data Science: Intermediate
Dataquest Course via Dataquest
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Duration : 10 hours
Price :₹3,699
Level :Beginner
Learn Type :Certification
Python for Data Science: Intermediate

This intermediate course will allow you to continue your Python for Data Science journey. This intermediate course will allow you to improve your data science skills and introduce you to advanced techniques essential for data cleaning and analysis.

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6
Pandas and NumPy Fundamentals
Dataquest Course via Dataquest
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Duration : 16 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Pandas and NumPy Fundamentals

You've now learned the basics of Python programming and are ready to dig deeper into how you can optimize and optimize your code using Python libraries. This course will introduce you to two of the most popular Python libraries, NumPy or pandas.

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7
Data Visualization Fundamentals – Dataquest
Dataquest Course via Dataquest
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Duration : 9 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Data Visualization Fundamentals – Dataquest

Data visualization is an essential part of data science. This is the best way for data scientists to communicate powerful insights and drive action. Dataquest's Data Visualization Fundamentals course builds upon your Python programming knowledge and basic proficiency using NumPy and pandas.

This course will teach you the basics of data visualization in Python. It will provide a balance …

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8
Storytelling Data Visualization and Information Design
Dataquest Course via Dataquest
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Duration : 7 hours
Price :₹3,699
Level :Intermediate
Learn Type :Certification
Storytelling Data Visualization and Information Design

Every dataset has a story. But even the most consistent rows and columns won't be enough to tell that story effectively. A powerful way to present actionable data is essential if you want data-driven motivation. Data visualization is a key skill for all data professionals. You will be able use Python to create beautiful, meaningful, and insightful visuals that will bring new life to your data …

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