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Python for Data Analysts

1425
Start anytime
Self paced
English
Course by
PluralsightCourses from Pluralsight
Certificate awarded
Intermediate
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Map your Career

Not sure which job profiles this course will open for you? Check out our AI based tool to get a complete personalized career map.

Career Mapper - Edvicer

Map your Career

Not sure which job profiles this course will open for you? Check out our AI based tool to get a complete personalized career map.

Checklist

Certification

You will get a certificate on completing this course.

University

This course is not affiliated with any university.

Price

This course costs very less.

Edvicer's Rewards

You can get a reward of 150 coins on buying this course. These coins can be redeemed for 1 coin= 1Re.

Why should you choose this course?

Description

This course covers the basics of getting started with Python, including the semantics of variables, simple and complex data types, and the use of loops for iteration and functions for code reuse. You will also conceptually understand some of Python’s strengths, relative to other technologies.

Syllabus

Course Overview
Essential Analytical Building Blocks
Demo: Variables
Demo: Basic Types and Type Conversions
Demo: Simple Strings and Multi-line Strings
Module Overview
Python for Data Analysts
Demo: Logical Operations
Prerequisites and Course Outline
Demo: Installing Anaconda Python on Windows
Module Summary
Demo: Installing Anaconda Python on MacOS
Demo: Simple Expressions
Demo: Introducing Lists
Module Overview
Demo: Introducing Built-in Functions
Module Summary
Demo: String Functions, Return Values, and Nested Function Invocations
Demo: Introducing Tuples
Demo: List Slicing Operations and List Functions
Demo: Introducing Dictionaries
Demo: Concatenating and Copying Lists
Demo: Conditional Looping Using While Loops
Demo: If-elif for Multiple Conditional Checks
Module Overview
Demo: Using if with Lists and Dictionary Elements
Demo: Iterating over List Elements Using a For Loop
Demo: Continue and Pass
Transactional and Analytical Processing
Demo: If Statements for Conditional Branching
Demo: If Else Statements
Demo: Iterating over Dictionary Elements Using a For Loop
Module Summary
Demo: Break
Demo: Using For Loops with the Range Function
Demo: Modification of Complex Types within Functions
Demo: Passing Input Arguments to Functions
Demo: Assigning Default Values for Input Arguments
Demo: Returning Values from Functions
Module Overview
Demo: Reassignment of Variables within Functions
Demo: Defining and Invoking Custom Functions
Module Summary
Demo: First Class Functions
Demo: Invoking Functions with Keyword Arguments
Demo: Introducing Pandas
Demo: Working with CSV and JSON Files
Demo: Introducing NumPy
Module Overview
Demo: Working with the Math Module
Module Summary
Demo: Reading the Contents of a File
Demo: Working with the Command Line Processes and Environment Variables
Demo: Overwriting and Appending Content to a File

What others say about this course

FAQs

How to learn Python?

You can start with a basic Python course which covers everything in Python on a basic level like Complete Python Bootcamp: Go from zero to hero in Python 3 by Udemy. This can be followed by an advanced course in the fields you are interested in like Python Data Structures by Coursera for competitive programming, Applied Data Science with Python by Coursera for Machine Learning and Data Science.

Why learn Python?

Python is one of the fastest-growing programming languages right now. It is especially used for data science and machine learning endeavors. At present, there are more than a few opportunities for Python developers. Besides, it is very easy to learn.

Is Python a good language to learn first?

Yes. It is designed with simplicity in mind. The language has a smaller learning curve and supports a pseudo-English-like syntax. Hence, getting started with Python is ideal for anyone looking to embark on the programming journey.

Where can I learn Python?

There are so many places to learn Python. Popular choices include YouTube, Coursera, Udemy, and Pluralsight. You can get all the courses from these providers and more here on Edvicer. There are several great novice Python courses available that will help you build an ample understanding of the language and starting with the same. Also, there is no shortage of advanced Python courses.

How long does it take to learn Python?

Any programming language has two aspects; the syntax, and the library. While the former might require only a few days to learn, the latter is a life-long learning task. However, you can get started with Python professionally after 6 to 7 months of dedicated practice.

What are the top jobs that I can get from learning Python?

The top job profiles for Python developers are Analytics Specialist with an average salary of INR 15 LPA, Analytics Manager with an average salary of INR 19 LPA, and Machine Learning Engineer with an average salary of INR 10.38 LPA. Get your career map for your skills here.

What should I learn; Python or JavaScript?

Learning to choose among Python and JavaScript depends on the purpose you're learning them for. If you want to involve in data science and machine learning then Python is the ideal pick while JS is the go-to option when looking forward to web development. If you wish to simply learn one of them in order to get started with programming then Python might be the best bet. This is because it is beginner-friendly. JavaScript is not an easy programming language. Nonetheless, learning both gives better career advantages.

Can I learn Python without a programming background?

Yes, you can learn Python even without a programming background. However, it is surely a good thing if you first learn the basic programming terminology.

How long does it take to learn Django and Python?

Learning Python and Django are a never-ending process. However, to reach a level of being able to work with both Python and Django, at least 6 months are required.

Can I learn Python on my own?

Yes, definitely. You need to simply learn new Python concepts and then practice them to know better. Going through YouTube video lessons and the best Python tutorials might also help while self-learning Python.

What can I learn after learning Python?

After learning Python, the top skills you can learn to open highest number of job profiles for you are MySql, Data Analytics, and Web Analytics. The top skills that can get you jobs with highest salaries are Spring Boot,SAP, and Spring

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