10 Python Courses For Aspiring Data Scientists

Python programming plays an important role in data science. Those who are working in data science, research and other related fields may not have an engineering background. For them, Python’s ease of use and the vast library has become hugely beneficial. This has led to the demand for Python courses for Data scientists and data engineers. Data Science has proved to be the backbone for business ventures, governments and International affairs all around the world. It organises a gigantic complex mesh of accumulated data and provides valuable insights. These insights play a major role in decision-making across industries. As several Python Data Science courses and Data Science with Python programs available out there, we have listed some of the best python courses and other associated online courses and certifications in a detailed manner.

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The utility of data science has led to lucrative careers in data science and its sub-branches such as data analytics. In the 21st century, this field has come to heavily rely on engineering. Thus enter, Python. This intuitive programming language has aged gracefully since the 1990s and has become a powerful utility for data scientists and data engineers all around the world. More companies are demanding professionals with this skill. This necessity has led to a surge in online degree courses, online diploma courses, and online certifications.

However, as time is always a luxury one can’t afford, those who are already working professionals need a concise online python course to meet their needs. This has sparked the proliferation of online courses in python for data scientists from top providers who have stepped in to make compact courses. Industry experts and institutes around the world have created numerous python courses which are offered via the top online learning platforms/ providers. Here you will find not only python online courses but also specific data science certification courses, data analytics courses as well as other online programming courses.

This article will make data science aspirants familiar with the best python courses designed for data science professionals. Not only this, but aspirants will also get to learn about online Data Science with R and Python courses. Read on to know more about online python courses for data scientists.

Also Read: A Beginner's Guide to Pursue Python Programming

10 Python Courses for Data Scientists

The table below shows a list of some of the best python courses for data scientists that are definitely worth checking out.

Note: The above data is collected and compiled by the Careers 360 team.

1. Data Science Specialization-JHU @ Coursera

This is one of the best python courses for data scientists created by the prestigious John Hopkins University. Python online course certification series is one of the most highly rated and most registered course collections on this list. JHU did a great job of balancing the breadth and depth of the curriculum. One of the things in this series is a comprehensive section on statistics that is the backbone of data science, which is generally lacking in many of the online Python Courses For Data Scientists. This Python certification is an apt way to learn Data Science with R and Python, providing an ideal combination of theory and application using the R programming language.

Offered by: John Hopkins University via Coursera

Duration: Approx. 11 months

Cost: 7-day free trial, then Rs. 3,636 per month

Topics covered

• The Data Scientist’s Toolbox
• R Programming
• Getting and Cleaning Data
• Exploratory Data Analysis
• Reproducible Research
• Statistical Inference
• Regression Models
• Practical Machine Learning
• Developing Data Products
• Data Science Capstone

2. Introduction to Data Science-Metis

One of the finest python certification courses from Metis, this python tutorial for beginners is accredited, thus you can take a continuing education unit. In addition to asking questions, the instructor spends additional time during business hours to further assist students who may be struggling in learning Data Science with Python courses.

Offered by: Metis

Duration: 1.5 months

Cost: $750

Topics covered

• Data acquisition, cleaning, and aggregation
• Exploratory data analysis and visualization
• Feature engineering
• Model creation and validation
• Basic statistical and mathematical foundations for data science

3. Applied Data Science Specializing in Python-UMich @ Coursera

This is another one of the best python courses for Data Science. This online python course does not include the statistics required for data science or the derivation of various machine learning algorithms but provides a complete breakdown of how to use and evaluate these algorithms in Python.

Offered by: University of Michigan

Duration: Approx. 5 months

Cost: 7-day free trial, then Rs. 3,636 per month

Topics covered

• Introduction to Data Science in Python
• Applied Plotting, Charting & Data Representation in Python
• Applied Machine Learning in Python
• Applied Text Mining in Python
• Applied Social Network Analysis in Python

4. Data Scientist in Python

This one of the top Python for data science courses is offered by Dataquest. What is interesting is it omits video lessons and instead teaches them through a kind of interactive textbook. This best python online course for data scientists from Dataquest covers each topic on the data science track and comes with several interactive browser coding steps that will guide you in accurately applying the topic you are learning.

Offered by: Dataquest

Duration: self-paced

Cost: $49 per month

Topics covered

• Python Programming
• Data analysis and visualization
• Data mining, web scraping, and APIs
• Jupyter Notebooks
• Command-line/bash
• SQL queries
• Probability and statistics
• Machine learning
• Deep learning
• Git
• Statistics

Also read: 30+ Courses on Data Science to Pursue

5. Python for Data Science

This is one of the finest python courses for data scientists offered by the University of California, San Diego and is available on the Coursera platform. This python for data science course teaches how to use tools such as Matplotlib, Pandas and Git to manipulate, analyze, and visualize complex datasets.

Offered by: UC San Diego

Duration: Approx. 10 weeks

Cost: Rs. 25,767 (free for auditing)Free or $ 1,350 for qualified credentials and materials

Topics covered

• Probability: Uncertainty and the science of data
• Statistical basis
• Machine learning using Python: From linear models to detailed learning

Also Read: Learn Python Programming with Top 10 Free Python Course with Certificate

6. Visualising Data with Python

This python for Data science course by IBM teaches you how to visually represent data which is easily accessible and can convey insights to customers, clients, and stakeholders in general. After completing this one of the best Python courses for data scientists, you will also earn a skill badge.

Offered by: IBM

Duration: self-paced

Cost: Rs. 7,288 (free for auditing)

Topics covered

• Introduction to Visualization Tools
• Basic Visualization Tools
• Specialized Visualization Tools
• Advanced Visualization Tools
• Creating Maps and Visualizing Geospatial Data

Also read - Certified Python Developer Vskills

7. Python Boot Camp for Data Science and Machine Learning on Udemy

This is one of the best python courses for Data Scientists on the Udemy platform. What makes this python certification course superior to other Udemy courses is that it is filled with assignments that can train the students about data science, and work with Jupyter workbooks separately, to gain a better understanding. The instructor will then follow up on the solution video to explain each part in detail. This data science with python course focuses on the application side, but one of the missing ones is the statistics section.

Offered by: Udemy

Duration: 25 hours

Cost: Rs. 8640

Topics covered

• Intensive Python course
• Environment Setup
• Jupyter Overview
• Python for data analysis: Numpy, Pandas
• Python for data visualization: Matplotlib, Seaborn, Plotly, Gemelos, Geo Plot
• Data capstone project
• Introduction to Machine Learning
• Logistic regression
• K nearest neighbours
• Decision Trees and Random Forest
• K means clustering
• Principal Component Analysis
• Recommender Systems
• Natural Language Processing
• Neural nets and Deep learning
• Big data and spark with python

8. How to Win a Data Science Contest on Coursera: Learn from Top Kagglers

This is one of the specialised python courses for data scientists which is a great way to put together everything you've learned so far. This amongst the advanced data science certification courses teaches the intuition behind the reasons for choosing a particular ML algorithm and also describes many of the algorithms that have recently won the competition.

Offered by: HSE University via Coursera

Duration: Approx. 54 hours

Cost: 7-day free trial, then Rs. 3,636 per month

Topics covered

• Final Project Description
• Exploratory Data Analysis
• Validation
• Data Leakages
• Metrics Optimization
• Advanced Feature Engineering I
• Hyperparameter Optimization
• Advanced feature engineering II
• Ensembling
• Competitions go through
• Final Project

Also read: Top Data Science Colleges in India

9. Spark and Python with PySpark on Udemy

This is one of the best python courses for data scientists in terms of its in-depth content in machine learning and data analysis in the AWS cluster. This online python for beginners is really fun and engaging by working on a mock consulting project and doing a complete walkthrough of the solution.

Offered by: Udemy

Duration: 10.5 hours

Cost: Rs. 8640

Topics covered

• Setting up Python with Spark
• Databricks Setup
• Local VirtualBox Set-up
• AWS EC2 PySpark Set-up
• AWS EMR Cluster Setup
• Python Crash Course
• Spark DataFrame Basics
• Spark DataFrame Project Exercise
• Introduction to Machine Learning with MLlib
• Linear Regression
• Logistic Regression
• Decision Trees and Random Forests
• K-means Clustering
• Collaborative Filtering for Recommender Systems
• Natural Language Processing
• Spark Streaming with Python

Also read: Python Spark Certification Training Using PySpark BY Edureka

10. Mathematics for Machine Learning on Coursera

This is another one of the best python courses for data science dedicated to the specific math used in ML. If you are new to the linear algebra and calculations required for machine learning, take this online Python course.

Offered by: Imperial College London via Coursera

Duration: 7-day free trial, then Rs. 3,636 per month

Cost: Approx. 4 months

Topics covered

• Mathematics for Machine Learning: Linear Algebra
• Mathematics for Machine Learning: Multivariate Calculus
• Mathematics for Machine Learning: PCA

Also read - Python Foundations for AI/ML TalentSprint

5 Careers Option for Candidates Pursuing Data Science With Python

Python is one of the reference languages for data science certification. It can implement everything from the most basic data analytics to the most advanced machine learning models, allowing you to move directly to production in an agile way. The popularity of Python courses for data scientists is due to multiple factors, including the ease of syntax that facilitates code readability and the abundance of libraries for multiple tasks. The purpose of Python courses for data scientists is not the only courses in the market. Following are the few career options that candidates who have completed data science with R And Python certification courses can opt for:

• Web development
• Machine learning
• DevOps / Systems Management / Creating Automation Scripts
• Web Analyzer / Scraper / Crawler Programming
• Software test / automatic test writing

Also read -

• Online Data Science Courses and Certifications
• Certificate Courses

Want to see more? There are myriad courses related to python for data scientists and our article can cover only so much!

Explore Python Courses & Certifications by Top Providers

Conclusion

The data scientist is here to stay. We already consume information generated by AI without realizing the difference (nor do we need to), and this trend will increase. The amount of data increases daily and the future goes through the automation of tedious processes and the elimination of mechanical tasks so that humans can stand out for what cannot be replaced: by our imagination. So take some of the best python courses for data scientists to kickstart your career!

Explore online courses and certifications from top providers/ platforms

Still, confused about what to take and why? Want to know more about python courses by different providers and how they will fare against one another? Worry not! Take a look at our online course comparisons. Evaluate for yourself what will suit you best in terms of the level of difficulty, duration and affordability.