February 28

Essential Python Courses For Highly Successful Data Scientists

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If you're looking to learn Python from scratch or improve your chopping and hacking skills, Udemy has some of the best Python courses for beginners - and some great advanced Python courses too...

In this blog post I'm going to show you the best Python courses at Udemy.

I'll show you the best courses to learn Python from scratch and the best advanced Python courses.

Here you'll also find the best Pandas courses and the best NumPy courses too.

And if you're into Data Science I'll show you the best Python courses for Data Science as well - there's something for everyone here.

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Best Python Courses For Beginners - Introduction

Programming is one of the most important aspects of being a Data Scientist - when you learn Python for Data Science, you're sort of learning to use the glue that binds together the statistics, artificial intelligence, the visualisation, and so on.

It's not easy, though, especially if you're just making the transition to it.

On the other hand, it is easier to learn Python from scratch than many others (C++, Java and many more), and explains why it has become the most used programming language for Data Science. There are loads of short cuts, plug-ins, packages and all sorts of things that can really help you make the best of your time.

Probably the biggest advantage that Python has over other languages is that it is quick to get started, simple to learn new routines and increases productivity and speed. Don't believe me? Well, Yahoo, Google, Disney, ABN Amro, NASA, Nokia, IBM and the CIA all use Python!

Oh, yes, and Chi-Squared Innovations too...

How to Learn Python for Data Science #python #statistics #datascience #udemy #courses @chi2innovations

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FYI - this blog post is part of a series of 7 posts on learning how to be a Data Science Ninja, which also includes posts on statistics, R programming, neural nets and other stuff. You can find all the other posts in the series below (and there's a reminder at the foot of the post too).

Jump Station

This blog post is part of a series of 7 posts on learning how to be a Data Science Ninja.

For more detail, choose from the other options below:

3 Simple Tests Every Data Scientist Must Pass To Succeed
How To Improve Your Data Science Game
Data Science – Statistics Should Be Your First Focus
Essential Python Courses For Highly Successful Data Scientists
How To Sharpen Your R Programming Skills
The 3 Step Survival Guide To Machine Learning
New To Data Visualisation? Here’s 3 Things You Need To Know

How to Learn Python From Scratch

Over the years, as I've taught myself to program, stumbling about in the dark, struggling to solve the simplest of things, I wish I'd had help. I know I would have been a better programmer and I wouldn't have wasted so much time. Oh my, the amount of time I've wasted over the years. It's enough to make a grown man cry.

If you're not sure how to learn Python from scratch or whether you're looking to improve your chopping and hacking skills, Udemy has some of the best Python courses for beginners and are taught by people who really do know what they're doing. I'm highlighting 6 of them here - the best Python tutorials for beginners.

These instructors will help you with your first steps - writing your first program, installing packages, plotting some simple graphs and computing statistics.

Udemy's courses are frequently deeply discounted. They are usually offered for up to £/$/Euro 200 but are on sale pretty much every week for a few days at just 10-15 £/$/Euro - so grab them while you can!

Udemy have regular sales, so just click on through. If there isn't a sale on, just return here, register for our newsletter and we'll let you know whenever the sales are on.

A quick reminder - once you've enrolled for a particular course, you get lifetime access to it, even when the course is updated.

For those of you that aren't Python beginners, we also highlight the best advanced Python courses, the best Pandas courses and the best NumPy courses too.

And if Data Science is your thing I'll show you the best Python courses for Data Science as well.

Best Python Courses For Data Science

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Top 3: Best Python Courses For Beginners

These are the best Python courses for beginners at Udemy and have been taken by hundreds of thousands of students. They are great for beginners and will get you up and running in no time.

If you're looking for the best Python tutorials for beginners, you'll find them in our pick of the top 3 Python courses for beginners:

#1

2021 Complete Python Bootcamp From Zero to Hero in Python

Jose Portilla

4.6 of 5 stars

Learn Python like a Professional Start from the basics and go all the way to creating your own applications and games

This is the most comprehensive, yet straight-forward, course for the Python programming language on Udemy!

Whether you have never programmed before, already know basic syntax, or want to learn about the advanced features of Python, this course is for you!

In this course we will teach you Python 3...

COURSE DESCRIPTION

This is the most comprehensive, yet straight-forward, course for the Python programming language on Udemy! Whether you have never programmed before, already know basic syntax, or want to learn about the advanced features of Python, this course is for you! In this course we will teach you Python 3.

With over 100 lectures and more than 21 hours of video this comprehensive course leaves no stone unturned! This course includes quizzes, tests, coding exercises and homework assignments as well as 3 major projects to create a Python project portfolio!

Learn how to use Python for real-world tasks, such as working with PDF Files, sending emails, reading Excel files, Scraping websites for informations, working with image files, and much more!

This course will teach you Python in a practical manner, with every lecture comes a full coding screencast and a corresponding code notebook! Learn in whatever manner is best for you!

We will start by helping you get Python installed on your computer, regardless of your operating system, whether its Linux, MacOS, or Windows, we've got you covered.

We cover a wide variety of topics, including:

  • Installing Python
  • Running Python Code
  • Number Data Types
  • Functions
  • Object Oriented Programming

  • Advanced Methods

  • and much, much more!

#2
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Learn Python Programming Masterclass

Tim Buchalka and Jean-Paul Roberts

4.6 of 5 stars

This Python For Beginners Course Teaches You The Python Language Fast. Includes Python Online Training With Python 3

This course is aimed at complete beginners who have never programmed before, as well as existing programmers who want to increase their career options by learning Python.

By the end of the course you will be ready to apply for Python programming positions as well as move on to specific areas of Python, including Machine Learning and Data Science...

COURSE DESCRIPTION

Whether you want to:

  • build the skills you need to get your first Python programming job
  • move to a more senior software developer position
  • get started with Machine Learning, Data Science, Django or other hot areas that Python specialises in
  • or just learn Python to be able to create your own Python apps quickly

…then you need a solid foundation in Python programming. And this course is designed to give you those core skills, fast.

This course is aimed at complete beginners who have never programmed before, as well as existing programmers who want to increase their career options by learning Python.

By the end of the course you’ll be able to apply in confidence for Python programming jobs. And yes, this applies even if you have never programmed before. With the right skills which you will learn in this course, you can become employable and valuable in the eyes of future employers.

Here’s what a few students have told us about the course after going through it.

“I had very limited programming experience before I started this course, so I have really learned a lot from the first few sections. It has taken me from essentially zero programming skill to a level where I'm comfortable using Python to analyze data for my lab reports, and I'm not even halfway done the course yet. There are other courses out there which focus on data analysis, but those courses are usually targeted at people who already know how to program which is why I chose this course instead. “ – Christian DiMaria

“I have been puttering through your Python course . In that time, though, and without finishing it yet I've been able to automate quite a bit at my work. I work in a school system and unifying data from our various student information systems can be incredibly frustrating, time consuming, and at times challenging. Using your course, I've learned enough to write applications that turn massive text files into dictionaries that get "stitched" together like a database and output to properly formatted CSV files and then uploaded via SFTP to various systems for secure processing. Our teachers, students, and the tech department have greatly benefitted from this automation. I just wanted to drop you a note thanking you for helping me learn this skill.” – Keith Medlin

“This course was great. Within 3 weeks I was able to write my own database related applications.” – Theo Coenen

#3

The Python Mega Course: Build 10 Real World Applications

Ardit Sulce

4.6 of 5 stars

A complete practical Python course for both beginners & intermediates! Master Python 3 by making 10 amazing Python apps.

In this course, rather than practicing rote memorization, students are actively problem-solving towards tangible goals.

The purpose of this course is to get you from zero and help you become a Python programmer. We will achieve that by building actual desktop programs, developing interactive web applications, automating tasks, and even creating mobile apps entirely in Python 3. 

COURSE DESCRIPTION

The Python Mega Course is the most practical course you will find on the web today. In this course, rather than practicing rote memorization, students are actively problem-solving towards tangible goals. The purpose of this course is to get you from zero and help you become a Python programmer. We will achieve that by building actual desktop programs, developing interactive web applications, automating tasks, and even creating mobile apps entirely in Python 3.

You will learn the entire process of program development in Python, from writing a program to producing the final .exe or .app executable which you can share with friends and colleagues. There will be 10 real-world applications that we will build together.

These are:

  • English Thesaurus - a program where users can get definitions of words.
  • Volcano Web Map - an interactive web map of volcano locations throughout the USA.
  • Personal Website with Python - a live website built entirely in Python.
  • Bookshop Database App - a desktop GUI app with an SQL database backend.
  • Feel Good Mobile App - an Android & iOS app.
  • Webcam Motion Detector - starts the webcam and detects moving objects.
  • Real Estate Web Scraper - a program that extracts data from webpages.
  • Interactive Data Dashboard - a web-based, fully interactive graph.
  • Database Web App - a web app that collects data & sends emails.
  • Geocoder Web App - a web app that converts addresses to coordinates.

Before we start building the 10 apps, you will first learn the fundamentals of Python programming. If you know Python basics already, you can jump right in with the first app. By building the 10 apps, you will master Python and gain the skills to create Python programs independently. You can also use any of the 10 apps for your portfolio.

You will code the apps, guided step-by-step by straightforward video explanations, and continuous support from the course instructor. If you get stuck, you can ask questions at any time in the Q&A, and the instructor or the teaching assistant will jump in and help you with your questions.

Another 3: Best Python Courses For Beginners

These next 3 of the best Python courses for beginners are by no means inferior to those listed above.

To be honest, I intended only recommending 3 courses in this blog post, but I just couldn't narrow it down to 3, so I'm recommending 6 - and it was hard to narrow it down to these.

If you're looking to learn Python from scratch, you're really spoilt for choice at Udemy!

Top 3: Advanced Python Courses

The next 3 are more advanced Python courses, and although you don't necessarily need to be at a more advanced level to take them it would be an advantage to have taken at least one of the beginner courses first.

These courses are very popular, taught by Udemy superstars!

Another 3: Advanced Python Courses

There are just soooo many great advanced Python courses at Udemy that I found it difficult to whittle them down to a top 3, so I thought I'd give you a list of another 3 of the best advanced Python courses. Here they are:

Top 3: Best Python Courses for Data Science

Python recently overtook R as the most used programming language for Data Science, so in that vein, here are our pick of the 3 best Python courses for Data Science at Udemy:

Another 3: Best Python Courses for Data Science

Of course, I couldn't stop with just the 3 best Python courses for Data Science when there are so many of them, so here are another 3 of the best Python courses for Data Science at Udemy:

Top 3: Best Pandas Courses

Pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language, and if you want to be able to analyse data well in Python, you're going to need Pandas.

Here is our recommendation for the top 3 of the best Pandas courses at Udemy:

Another 3: Best Pandas Courses

As with all things Python, there are lots of great Pandas courses at Udemy too.

Here is our recommendation for another 3 of the best Pandas courses at Udemy:

Top 3: Best NumPy Courses

NumPy stands for Numerical Python, and is an open source Python library used for working with arrays.

NumPy is another of those must-have tools in the data scientist's armoury.

Here is our recommendation for the top 3 of the best NumPy courses at Udemy:

Another 3: Best NumPy Courses

And just in case our pick of the best NumpY courses at Udemy doesn't excite you, here are another 3 of the best NumPy courses at Udemy:

Top 3: 'Other Interesting' Python Courses

There are just soooo many great courses to learn Python at Udemy.

As you'll have noticed from the various categories above, there are many courses to learn Python from scratch, loads of advanced Python courses and lots of courses to learn Python for Data Science.

There are other interesting courses too, some of them that defy categorisation, so I thought I'd have a little section here at the end to highlight some more interesting Python courses that might just take your fancy.

Here are our top 3 picks:

Another 3: 'Other Interesting' Python Courses

And here are another 3 interesting courses that might just catch your eye:

Python Books

If courses aren't really your thing and you prefer to learn by books instead, we have a post dedicated to The Best Python Books for Data Scientists.

Check them out - you won't be disappointed!

45+ Awesome Gifts for Data Scientists, Statisticians and Other Geeks
Computational Statistics is the New Holy Grail – Experts
3 Crucial Tips for Data Processing and Analysis
Free Must-Read Statistics Books for Aspiring Data Scientists
Correlation Is Not Causation – Pirates Prove It!
Fantastic Free Data Science Books for Aspiring Data Scientists
The Best Python Programming Books – for Everyone

Best Python Courses For Beginners - Summary

There are loads of courses at Udemy to learn Python from scratch, not just the ones listed above. If none of these take your fancy, have a look around and I'm sure you'll find others that you might like.

Final word - when you've done any of these courses, please return and leave some feedback and a review in the comments below. If you loved the course, great - come and tell us. If you hated it, that's great too - leave a comment saying what you didn't like about it.

If you discover a better course out there, let me know - I may write about it in another blog post!

Jump Station

This blog post is part of a series of 7 posts on learning how to be a Data Science Ninja.

For more detail, choose from the other options below:

3 Simple Tests Every Data Scientist Must Pass To Succeed
How To Improve Your Data Science Game
Data Science – Statistics Should Be Your First Focus
Essential Python Courses For Highly Successful Data Scientists
How To Sharpen Your R Programming Skills
The 3 Step Survival Guide To Machine Learning
New To Data Visualisation? Here’s 3 Things You Need To Know

Learn Python for Data Science The easy way with the courses in this blog post. #pythonprogramming #datascienceresources


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courses, data science courses, data science ninja courses, python


Lee Baker

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About the Author

Lee Baker is an award-winning software creator that lives behind a keyboard in a darkened room. Illuminated only by the light from his monitor, he aspires to finding the light switch.With decades of experience in science, statistics and artificial intelligence, he has a passion for telling stories with data.His mission is to help you discover your inner Data Ninja!

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Fantastic Free Data Science Books for Aspiring Data Scientists
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