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10 Python Courses For Aspiring Data Scientists

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10 Python Courses For Aspiring Data Scientists

Edited By Team Careers360 | Updated on Mar 23, 2024 01:15 PM IST | #Python

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.

10 Python Courses For Aspiring Data Scientists
10 Python Courses For Aspiring Data Scientists

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.

Course
Offered by
Duration
Cost
Data Science Specialization-JHUJohn Hopkins University via CourseraApprox. 11 months7-day free trial, then Rs. 3,636 per month
Introduction to Data ScienceMetis1.5 months$750
Applied Data Science Specializing in Python-UMichCourseraSelf-paced7-day free trial, then Rs. 3,636 per month
Data scientist in PythonDataquestSelf-paced1/3 of the content is free, 29 / month for basic, 49 / month for premium
Python for Data ScienceUC San Diego via CourseraApprox. 10 weeksRs. 25767
Visualising Data with PythonIBM via CourseraSelf-pacedRs. 7288
Python Boot Camp for Data Science and Machine LearningUdemy25 hoursRs. 8640
How to Win a Data Science Contest: Learn from Top KagglersHSE University via CourseraApprox. 54 hours7-day free trial, then Rs. 3,636 per month
Spark and Python with PySparkUdemy10.5 hoursRs. 8640
Mathematics for Machine LearningImperial College London via CourseraApprox. 4 months7-day free trial, then Rs. 3,636 per month

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 -

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.

Frequently Asked Question (FAQs)

1. What is Logistic Regression? Or give an example of using logistic regression recently?

Logistic regression, often referred to as the logic model, is a technique for predicting binary results from a linear combination of predictors.

2. What is the recommended system?

A subclass of an information filtering system that aims to predict user preferences and ratings for a product. This is majorly used in news, social tags, movies, research articles, products, music, and more.

3. Why is data cleansing important?

Cleaning up data from multiple sources in a format that can be used by data analysts or data scientists can be tedious because as the number of data sources increases, the time required to clean up the data increases exponentially. This is due to the number of sources and the amount of data produced by these sources.

4. Are there any alternatives to Python certification courses?

You can also opt for online degree courses or online certificate courses. This will give you a more in-depth understanding of the programming as you learn multiple languages as well as their applications. However, these online courses will take from 2- 4 years to complete.

5. What is the scope after taking some of these python courses for data scientists?

Say you are a professional in the field of data science. These python certification courses can give you the edge over others. And this is something any company would expect from its employees.

6. Are there any good data science with R and Python certification courses that I can take?

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A career as radio jockey has a lot to offer to deserving candidates. If you want to know more about a career as radio jockey, and how to become a radio jockey then continue reading the article.

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They are responsible for overseeing the finance involved in the project and distributing the film for broadcasting on various platforms. A career as a producer is quite fulfilling as well as exhaustive in terms of playing different roles in order for a production to be successful. Famous movie producers are responsible for hiring creative and technical personnel on contract basis.

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Vlogger

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Ever since internet costs got reduced the viewership for these types of content has increased on a large scale. Therefore, a career as a vlogger has a lot to offer. If you want to know more about the Vlogger eligibility, roles and responsibilities then continue reading the article. 

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3 Jobs Available
Journalist

Careers in journalism are filled with excitement as well as responsibilities. One cannot afford to miss out on the details. As it is the small details that provide insights into a story. Depending on those insights a journalist goes about writing a news article. A journalism career can be stressful at times but if you are someone who is passionate about it then it is the right choice for you. If you want to know more about the media field and journalist career then continue reading this article.

3 Jobs Available
Editor

Individuals in the editor career path is an unsung hero of the news industry who polishes the language of the news stories provided by stringers, reporters, copywriters and content writers and also news agencies. Individuals who opt for a career as an editor make it more persuasive, concise and clear for readers. In this article, we will discuss the details of the editor's career path such as how to become an editor in India, editor salary in India and editor skills and qualities.

3 Jobs Available
Reporter

Individuals who opt for a career as a reporter may often be at work on national holidays and festivities. He or she pitches various story ideas and covers news stories in risky situations. Students can pursue a BMC (Bachelor of Mass Communication), B.M.M. (Bachelor of Mass Media), or MAJMC (MA in Journalism and Mass Communication) to become a reporter. While we sit at home reporters travel to locations to collect information that carries a news value.  

2 Jobs Available
Corporate Executive

Are you searching for a Corporate Executive job description? A Corporate Executive role comes with administrative duties. He or she provides support to the leadership of the organisation. A Corporate Executive fulfils the business purpose and ensures its financial stability. In this article, we are going to discuss how to become corporate executive.

2 Jobs Available
Multimedia Specialist

A multimedia specialist is a media professional who creates, audio, videos, graphic image files, computer animations for multimedia applications. He or she is responsible for planning, producing, and maintaining websites and applications. 

2 Jobs Available
Welding Engineer

Welding Engineer Job Description: A Welding Engineer work involves managing welding projects and supervising welding teams. He or she is responsible for reviewing welding procedures, processes and documentation. A career as Welding Engineer involves conducting failure analyses and causes on welding issues. 

5 Jobs Available
QA Manager
4 Jobs Available
Quality Controller

A quality controller plays a crucial role in an organisation. He or she is responsible for performing quality checks on manufactured products. He or she identifies the defects in a product and rejects the product. 

A quality controller records detailed information about products with defects and sends it to the supervisor or plant manager to take necessary actions to improve the production process.

3 Jobs Available
Production Manager
3 Jobs Available
Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

3 Jobs Available
QA Lead

A QA Lead is in charge of the QA Team. The role of QA Lead comes with the responsibility of assessing services and products in order to determine that he or she meets the quality standards. He or she develops, implements and manages test plans. 

2 Jobs Available
Structural Engineer

A Structural Engineer designs buildings, bridges, and other related structures. He or she analyzes the structures and makes sure the structures are strong enough to be used by the people. A career as a Structural Engineer requires working in the construction process. It comes under the civil engineering discipline. A Structure Engineer creates structural models with the help of computer-aided design software. 

2 Jobs Available
Process Development Engineer

The Process Development Engineers design, implement, manufacture, mine, and other production systems using technical knowledge and expertise in the industry. They use computer modeling software to test technologies and machinery. An individual who is opting career as Process Development Engineer is responsible for developing cost-effective and efficient processes. They also monitor the production process and ensure it functions smoothly and efficiently.

2 Jobs Available
QA Manager
4 Jobs Available
AWS Solution Architect

An AWS Solution Architect is someone who specializes in developing and implementing cloud computing systems. He or she has a good understanding of the various aspects of cloud computing and can confidently deploy and manage their systems. He or she troubleshoots the issues and evaluates the risk from the third party. 

4 Jobs Available
Azure Administrator

An Azure Administrator is a professional responsible for implementing, monitoring, and maintaining Azure Solutions. He or she manages cloud infrastructure service instances and various cloud servers as well as sets up public and private cloud systems. 

4 Jobs Available
Computer Programmer

Careers in computer programming primarily refer to the systematic act of writing code and moreover include wider computer science areas. The word 'programmer' or 'coder' has entered into practice with the growing number of newly self-taught tech enthusiasts. Computer programming careers involve the use of designs created by software developers and engineers and transforming them into commands that can be implemented by computers. These commands result in regular usage of social media sites, word-processing applications and browsers.

3 Jobs Available
Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

3 Jobs Available
Information Security Manager

Individuals in the information security manager career path involves in overseeing and controlling all aspects of computer security. The IT security manager job description includes planning and carrying out security measures to protect the business data and information from corruption, theft, unauthorised access, and deliberate attack 

3 Jobs Available
ITSM Manager
3 Jobs Available
Automation Test Engineer

An Automation Test Engineer job involves executing automated test scripts. He or she identifies the project’s problems and troubleshoots them. The role involves documenting the defect using management tools. He or she works with the application team in order to resolve any issues arising during the testing process. 

2 Jobs Available
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