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Recommended for Python beginners

Build your Python skills with interactive courses for data science, data analysis and machine learning, curated by real-world experts

Course

Introduction to Python

BasicSkill Level
4.8+
8,874 reviews
4 hr
Master the basics of data analysis with Python in just four hours. This online course will introduce the Python interface and explore popular packages.

Track

Python Data Fundamentals

4.7+
95 reviews
28 hr
Grow your data skills, discover how to manipulate and visualize data, and apply advanced analytics to make data-driven decisions.

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Browse Python courses and tracks

Course

Time Series Analysis in Python

IntermediateSkill Level
4.8+
134 reviews
4 hr
In this four-hour course, you’ll learn the basics of analyzing time series data in Python.

Course

Developing Python Packages

IntermediateSkill Level
4.7+
901 reviews
4 hr
Learn to create your own Python packages to make your code easier to use and share with others.

Course

End-to-End Machine Learning

IntermediateSkill Level
4.7+
341 reviews
4 hr
Dive into the world of machine learning and discover how to design, train, and deploy end-to-end models.

Course

Cluster Analysis in Python

IntermediateSkill Level
4.8+
959 reviews
4 hr
In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library.

Course

Regular Expressions in Python

BasicSkill Level
4.7+
188 reviews
4 hr
Learn about string manipulation and become a master at using regular expressions.

Course

Model Validation in Python

IntermediateSkill Level
4.8+
835 reviews
4 hr
Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

Course

Credit Risk Modeling in Python

IntermediateSkill Level
4.7+
275 reviews
4 hr
Learn how to prepare credit application data, apply machine learning and business rules to reduce risk and ensure profitability.

Course

Reshaping Data with pandas

IntermediateSkill Level
4.7+
782 reviews
4 hr
Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle multi-index DataFrames.

Course

Introduction to Databases in Python

IntermediateSkill Level
4.7+
266 reviews
4 hr
In this course, youll learn the basics of relational databases and how to interact with them.

Course

Hyperparameter Tuning in Python

IntermediateSkill Level
4.8+
782 reviews
4 hr
Learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search.

Course

Sentiment Analysis in Python

IntermediateSkill Level
4.8+
431 reviews
4 hr
Are customers thrilled with your products or is your service lacking? Learn how to perform an end-to-end sentiment analysis task.

Course

Natural Language Processing with spaCy

IntermediateSkill Level
4.7+
578 reviews
4 hr
Master the core operations of spaCy and train models for natural language processing. Extract information from unstructured data and match patterns.

Course

Dimensionality Reduction in Python

IntermediateSkill Level
4.8+
852 reviews
4 hr
Understand the concept of reducing dimensionality in your data, and master the techniques to do so in Python.

Course

Financial Trading in Python

IntermediateSkill Level
4.8+
284 reviews
4 hr
Learn to implement custom trading strategies in Python, backtest them, and evaluate their performance!

Course

Introduction to Portfolio Risk Management in Python

IntermediateSkill Level
4.8+
313 reviews
4 hr
Evaluate portfolio risk and returns, construct market-cap weighted equity portfolios and learn how to forecast and hedge market risk via scenario generation.

Course

Feature Engineering for NLP in Python

AdvancedSkill Level
4.8+
143 reviews
4 hr
Learn techniques to extract useful information from text and process them into a format suitable for machine learning.

Course

A/B Testing in Python

IntermediateSkill Level
4.7+
353 reviews
4 hr
Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.

Course

Image Modeling with Keras

AdvancedSkill Level
4.8+
89 reviews
4 hr
Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.

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    Frequently asked questions

    What is Python and why is it important in data science and AI?

    Python is a widely-used, high-level programming language known for its readability, simplicity, and extensive libraries. It is important because of its versatility in various fields like web development, automation, data analysis, and artificial intelligence, making it a fundamental skill for many technological and scientific applications. This broad applicability has made Python one of the most popular programming languages in the world.

    Do I need any prior programming experience to start learning Python?

    No, you don't need previous programming experience. Our courses are designed to be beginner-friendly, guiding you step by step.

    How can learning Python benefit my career?

    Learning Python opens doors across multiple industries due to its high demand, offering broad career opportunities in technology, data science, finance, healthcare, academia, and marketing. Its versatility in data handling and analysis is particularly valued for driving data-driven decisions and innovation. Mastering Python can significantly enhance your professional skillset, making you a valuable asset in numerous fields.

    What are some career paths that Python enables?

    Python opens the door to a variety of career paths, serving as a catalyst for roles such as data scientist, data analyst, machine learning engineer, software developer, and web developer. Its widespread application in diverse fields like finance, healthcare, technology, and research means that proficiency in Python can significantly advance career prospects in these and many other industries.

    What is the best way to learn Python?

    The most effective way to learn Python is through a practical, hands-on approach. Interactive courses led by industry experts provide structured learning and real-world problem-solving, while building your own projects allows you to apply and solidify your skills, helping you to excel faster in Python programming. Read our full guide on how to learn Python for more guidance.

    What’s the difference between Python and R?

    Python is a versatile and user-friendly language ideal for general programming and data science, whereas R is more specialized for statistical analysis, complex data manipulation, and data visualization. Check out our Python vs R article for a more detailed comparison.

    Are the Python courses updated with the latest industry trends and technologies?

    Yes, we regularly update our courses to reflect the latest trends and technologies in the field.

    Does DataCamp offer a Python Certification?

    DataCamp offers professional certifications for Data Scientists and Data Analysts. You can use Python in either of these certifications to prove your skills and build a strong portfolio.

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