Cleaning Data with PySpark
Learn how to clean data with Apache Spark in Python.
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🕔 4 Hour(s)

🎓 Advanced

👨‍🏫 Mike Metzger

HR Analytics: Predicting Employee Churn in Python
In this course you'll learn how to apply machine learning in the HR domain.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Hrant Davtyan

Analyzing Marketing Campaigns with pandas
Build up your pandas skills and answer marketing questions by merging, slicing, visualizing, and more!
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🕔 4 Hour(s)

🎓 Beginner

👨‍🏫 Jay Rosok

Improving Your Data Visualizations in Python
Learn to construct compelling and attractive visualizations that help communicate results efficiently and effectively.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Nicholas Strayer

Bayesian Data Analysis in Python
Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Michał Oleszak

Foundations of Probability in Python
Learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.
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🕔 5 Hour(s)

🎓 Intermediate

👨‍🏫 Alexander A. Ramírez M.

Analyzing Survey Data in Python
Learn how to analyze survey data with Python and discover when it is appropriate to apply statistical tools that are denoscriptive and inferential in nature.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 EbunOluwa Andrew

Deploying AI into Production with FastAPI
Learn how to use FastAPI to develop APIs that support AI models, built to meet real-world demands.
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🕔 4 Hour(s)

🎓 Advanced

👨‍🏫 Matt Eckerle

Discrete Event Simulation in Python
Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Python's SimPy package.
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🕔 4 Hour(s)

🎓 Advanced

👨‍🏫 Diogo Costa (PhD, MSc)

Intermediate Data Visualization with Seaborn
Use Seaborn's sophisticated visualization tools to make beautiful, informative visualizations with ease.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Chris Moffitt

Fraud Detection in Python
Learn how to detect fraud using Python.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Charlotte Werger

Intermediate Python for Finance
Build on top of your Python skills for Finance, by learning how to use datetime, if-statements, DataFrames, and more.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Kennedy Behrman

Intermediate Python for Developers
Dive into the Python ecosystem, discovering modules and packages along with how to write custom functions!
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🕔 2 Hour(s)

🎓 Beginner

👨‍🏫 George Boorman

Intermediate Deep Learning with PyTorch
Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Michał Oleszak

Dealing with Missing Data in Python
Learn how to identify, analyze, remove and impute missing data in Python.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Suraj Donthi

Dimensionality Reduction in Python
Understand the concept of reducing dimensionality in your data, and master the techniques to do so in Python.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Jeroen Boeye

Biomedical Image Analysis in Python
Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Stephen Bailey

Generalized Linear Models in Python
Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.
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🕔 5 Hour(s)

🎓 Advanced

👨‍🏫 Ita Cirovic Donev

Analyzing IoT Data in Python
Learn how to import, clean and manipulate IoT data in Python to make it ready for machine learning.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Matthias Voppichler

GARCH Models in Python
Learn about GARCH Models, how to implement them and calibrate them on financial data from stocks to foreign exchange.
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🕔 4 Hour(s)

🎓 Intermediate

👨‍🏫 Chelsea Yang

Intermediate Importing Data in Python
Improve your Python data importing skills and learn to work with web and API data.
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🕔 2 Hour(s)

🎓 Beginner

👨‍🏫 Hugo Bowne-Anderson