Isabelle Uslu

Introduction to Python

Master the basics of data analysis with Python in just four hours. This online course will introd...

Introduction to Power BI

Master the Power BI basics and learn to use the data visualization software to build impactful re...

Introduction to SQL

Learn how to create and query relational databases using SQL in just two hours.

Intermediate Python

Level up your data science skills by creating visualizations using Matplotlib and manipulating Da...

AI Ethics

Explore AI ethics focusing on principles, fairness, bias reduction, and trust in AI design.

Introduction to R

Master the basics of data analysis in R, including vectors, lists, and data frames, and practice ...

Understanding Data Science

An introduction to data science with no coding involved.

Intermediate SQL

Accompanied at every step with hands-on practice queries, this course teaches you everything you ...

Introduction to Excel

Master the Excel basics and learn to use this spreadsheet tool to conduct impactful analysis.

Understanding Artificial Intelligence

Learn the basic concepts of Artificial Intelligence, such as machine learning, deep learning, NLP...

Introduction to Python for Developers

Master the fundamentals of programming in Python. No prior knowledge required!

Supervised Learning with scikit-learn

Grow your machine learning skills with scikit-learn in Python. Use real-world datasets in this in...

Analysis in Excel

Build real-world Excel skills in just 4 hours. This course will show you time-saving shortcuts an...

Understanding Cloud Computing

A non-coding introduction to cloud computing, covering key concepts, terminology, and tools.

Understanding ChatGPT

Learn how to use ChatGPT. Discover best practices for writing prompts and explore common business...

Understanding Data Engineering

Discover how data engineers lay the groundwork that makes data science possible. No coding involved!

Joining Data in SQL

Level up your SQL knowledge and learn to join tables together, apply relational set theory, and w...

Generative AI Concepts

Discover how to begin responsibly leveraging generative AI. Learn how generative AI models are de...

Understanding Machine Learning

An introduction to machine learning with no coding involved.

Data Manipulation in SQL

Master the complex SQL queries necessary to answer a wide variety of data science questions and p...

Large Language Models (LLMs) Concepts

Discover the full potential of LLMs with our conceptual course covering LLM applications, trainin...

Data Manipulation with pandas

Learn how to import and clean data, calculate statistics, and create visualizations with pandas.

Introduction to Statistics

Learn the fundamentals of statistics, including measures of center and spread, probability distri...

Introduction to DAX in Power BI

Enhance your Power BI knowledge, by learning the fundamentals of Data Analysis Expressions (DAX) ...

Data Visualization in Power BI

Power BI is a powerful data visualization tool that can be used in reports and dashboards.

Communicating Data Insights

Data-driven organizations consistently rely on insights to inspire action and drive change.

Introduction to Statistics in Python

Grow your statistical skills and learn how to collect, analyze, and draw accurate conclusions fro...

Joining Data with pandas

Learn to combine data from multiple tables by joining data together using pandas.

Introduction to Relational Databases in SQL

Learn how to create one of the most efficient ways of storing data - relational databases!

Introduction to Tableau

Start your Tableau journey with our Introduction to Tableau course. Discover Tableau basics such ...

Understanding Data Visualization

An introduction to data visualization with no coding involved.

Intermediate Python for Developers

Dive into the Python ecosystem, discovering modules and packages along with how to write custom f...

Unsupervised Learning in Python

Learn how to cluster, transform, visualize, and extract insights from unlabeled datasets using sc...

Exploratory Data Analysis in Python

Learn how to explore, visualize, and extract insights from data using exploratory data analysis (...

Data Preparation in Power BI

In this interactive Power BI course, you’ll learn how to use Power Query Editor to transform and ...

Database Design

Learn to design databases in SQL to process, store, and organize data in a more efficient way.

Introduction to Data Visualization with Matplotlib

Learn how to create, customize, and share data visualizations using Matplotlib.

Data Modeling in Power BI

Learn the key concepts of data modeling on Power BI.

Intermediate Importing Data in Python

Improve your Python data importing skills and learn to work with web and API data.

Introduction to Data Visualization with Seaborn

Learn how to create informative and attractive visualizations in Python using the Seaborn library.

PostgreSQL Summary Stats and Window Functions

Learn how to create queries for analytics and data engineering with window functions, the SQL sec...

Introduction to Importing Data in Python

Learn to import data into Python from various sources, such as Excel, SQL, SAS and right from the...

Introduction to Functions in Python

Learn the art of writing your own functions in Python, as well as key concepts like scoping and e...

Python Toolbox

Continue to build your modern Data Science skills by learning about iterators and list comprehens...

Introduction to Object-Oriented Programming in ...

Discover the fundamental concepts of object-oriented programming (OOP), building custom classes a...

Data Transformation in Power BI

You’ll learn how to (un)pivot, transpose, append and join tables. Gain power with custom columns,...

Data Storytelling Concepts

Elevate your data storytelling skills and discover how to tell great stories that drive change wi...

Forming Analytical Questions

Learn how to translate business questions to well-formed analytical questions and select the righ...

Cleaning Data in Python

Learn to diagnose and treat dirty data and develop the skills needed to transform your raw data i...

Data Communication Concepts

No one enjoys looking at spreadsheets! Bring your data to life. Improve your presentation and lea...

Introduction to Python for Finance

Build Python skills to elevate your finance career. Learn how to work with lists, arrays and data...

Introduction to Shell

The Unix command line helps users combine existing programs in new ways, automate repetitive task...

Introduction to NumPy

Master your skills in NumPy by learning how to create, sort, filter, and update arrays using NYC’...

DAX Functions in Power BI

Data Analysis Expressions (DAX) allow you to take your Power BI skills to the next level by writi...

Intermediate Data Modeling in Power BI

Master data modeling in Power BI.

MLOps Concepts

Discover how MLOps can take machine learning models from local notebooks to functioning models in...

Introduction to SQL Server

Learn to use SQL Server to perform common data manipulation tasks and master common data manipula...

Software Engineering Principles in Python

Learn about modularity, documentation, and automated testing to help you solve data science probl...

Writing Efficient Python Code

Learn to write efficient code that executes quickly and allocates resources skillfully to avoid u...

Introduction to Data Science in Python

Dive into data science using Python and learn how to effectively analyze and visualize your data....

Intermediate SQL Queries

Master the basics of querying tables in relational databases such as MySQL, SQL Server, and Postg...

Machine Learning with Tree-Based Models in Python

In this course, you'll learn how to use tree-based models and ensembles for regression and classi...

Writing Functions in Python

Learn to use best practices to write maintainable, reusable, complex functions with good document...

Artificial Intelligence (AI) Concepts in Python

Learn the fundamentals behind AI and Machine Learning.

Machine Learning for Business

Understand the fundamentals of Machine Learning and how it's applied in the business world.

SQL for Joining Data

Join two or three tables together into one, combine tables using set theory, and work with subque...

Hypothesis Testing in Python

Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square ...

Preprocessing for Machine Learning in Python

Learn how to clean and prepare your data for machine learning!

Introduction to Regression with statsmodels in ...

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting reg...

Introduction to Data Quality

Explore the basics of data quality management. Learn the key concepts, dimensions, and techniques...

Data Governance Concepts

Gain an introduction to data governance, exploring its meaning, purpose, and how to implement a d...

Dashboard Design Concepts

Learn the skills needed to create impactful dashboards. Understand dashboard design fundamentals,...

Introduction to Deep Learning in Python

Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0 i...

Analyzing Data in Tableau

Take your Tableau skills up a notch with advanced analytics and visualizations.

Machine Learning with scikit-learn

Learn how to build and tune predictive models and evaluate how well they'll perform on unseen data.

Sampling in Python

Learn to draw conclusions from limited data using Python and statistics. This course covers every...

Working with Dates and Times in Python

Learn how to work with dates and times in Python.

Foundations of Git

Familiarize yourself with Git for version control. Explore how to track, compare, modify, and rev...

Object-Oriented Programming in Python

Dive in and learn how to create classes and leverage inheritance and polymorphism to reuse and op...

Streamlined Data Ingestion with pandas

Learn to acquire data from common file formats and systems such as CSV files, spreadsheets, JSON,...

Linear Classifiers in Python

In this course you will learn the details of linear classifiers like logistic regression and SVM.

Image Processing in Python

Learn to process, transform, and manipulate images at your will.

Introduction to Data Engineering

Learn about the world of data engineering in this short course, covering tools and topics like ET...

Introduction to Data Ethics

Explore data ethics with this comprehensive introductory course, covering principles, AI ethics, ...

Creating Dashboards in Tableau

Dashboards are a must-have in a data-driven world. Increase your impact on business performance w...

Data Types in Python

Consolidate and extend your knowledge of Python data types such as lists, dictionaries, and tuple...

Extreme Gradient Boosting with XGBoost

Learn the fundamentals of gradient boosting and build state-of-the-art machine learning models us...

Intermediate Python for Finance

Build on top of your Python skills for Finance, by learning how to use datetime, if-statements, D...

Working with Categorical Data in Python

Learn how to manipulate and visualize categorical data using pandas and seaborn.

AWS Cloud Concepts

Learn the fundamentals of cloud computing with AWS.

Deep Learning with PyTorch

Learn to create deep learning models with the PyTorch library.

Introduction to Deep Learning with Keras

Learn to start developing deep learning models with Keras.

Manipulating Time Series Data in Python

In this course you'll learn the basics of working with time series data.

Sentiment Analysis in Python

Are customers thrilled with your products or is your service lacking? Learn how to perform an end...

Machine Learning for Time Series Data in Python

This course focuses on feature engineering and machine learning for time series data.

Cluster Analysis in Python

In this course, you will be introduced to unsupervised learning through techniques such as hierar...

Data Science for Business

Learn about data science for managers and businesses and how to use data to strengthen your organ...

Feature Engineering for NLP in Python

Learn techniques to extract useful information from text and process them into a format suitable ...

Model Validation in Python

Learn the basics of model validation, validation techniques, and begin creating validated and hi...

Hyperparameter Tuning in Python

Learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Infor...

Data Storytelling Case Study: Green Businesses

Practice data storytelling using real-world examples! Communicate complex insights effectively wi...

Data-Driven Decision Making for Business

Discover how to make better business decisions by applying practical data frameworks—no coding re...

Spoken Language Processing in Python

Learn how to load, transform, and transcribe speech from raw audio files in Python.

MLOps Deployment and Life Cycling

In this course, you’ll explore the modern MLOps framework, exploring the lifecycle and deployment...

Regular Expressions in Python

Learn about string manipulation and become a master at using regular expressions.

Case Study: Analyzing Customer Churn in Tableau

You will investigate a dataset from a fictitious company called Databel in Tableau, and need to f...

Biomedical Image Analysis in Python

Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

Intermediate SQL Server

In this course, you will use T-SQL, the flavor of SQL used in Microsoft's SQL Server for data ana...

Analyzing Marketing Campaigns with pandas

Build up your pandas skills and answer marketing questions by merging, slicing, visualizing, and ...

Reshaping Data with pandas

Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle mu...

Image Modeling with Keras

Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating...

Time Series Analysis in Python

In this four-hour course, you’ll learn the basics of analyzing time series data in Python.

Connecting Data in Tableau

Learn to connect Tableau to different data sources and prepare the data for a smooth analysis.

Feature Engineering for Machine Learning in Python

Create new features to improve the performance of your Machine Learning models.

Statistical Thinking in Python (Part 1)

Build the foundation you need to think statistically and to speak the language of your data.

Introduction to Natural Language Processing in ...

Learn fundamental natural language processing techniques using Python and how to apply them to ex...

Marketing Analytics for Business

Discover how Marketing Analysts use data to understand customers and drive business growth.

Introduction to Statistics in Google Sheets

Learn how to leverage statistical techniques using spreadsheets to more effectively work with and...

Foundations of Probability in Python

Learn fundamental probability concepts like random variables, mean and variance, probability dist...

Dimensionality Reduction in Python

Understand the concept of reducing dimensionality in your data, and master the techniques to do s...

Introduction to Portfolio Risk Management in Py...

Evaluate portfolio risk and returns, construct market-cap weighted equity portfolios and learn ho...

Practicing Coding Interview Questions in Python

Prepare for your next coding interviews in Python.

Introduction to Data Visualization with Plotly ...

Create interactive data visualizations in Python using Plotly.

Machine Learning with PySpark

Learn how to make predictions from data with Apache Spark, using decision trees, logistic regress...

Exploring and Analyzing Data in Python

Learn how to explore, visualize, and extract insights from data.

Recurrent Neural Networks (RNNs) for Language M...

Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between ...

Developing Machine Learning Models for Production

Shift to an MLOps mindset, enabling you to train, document, maintain, and scale your machine lear...

Introduction to Databases in Python

In this course, you'll learn the basics of relational databases and how to interact with them.

Case Study: School Budgeting with Machine Learn...

Learn how to build a model to automatically classify items in a school budget.

Introduction to TensorFlow in Python

Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.

Intermediate Data Visualization with Seaborn

Use Seaborn's sophisticated visualization tools to make beautiful, informative visualizations wit...

NoSQL Concepts

In this conceptual course (no coding required), you will learn about the four major NoSQL databas...

Foundations of PySpark

Learn to implement distributed data management and machine learning in Spark using the PySpark pa...

Fraud Detection in Python

Learn how to detect fraud using Python.

Dealing with Missing Data in Python

Learn how to identify, analyze, remove and impute missing data in Python.

Introduction to Portfolio Analysis in Python

Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal...

Introduction to Financial Concepts in Python

Using Python and NumPy, learn the most fundamental financial concepts.

Importing and Managing Financial Data in Python

In this course, you'll learn how to import and manage financial data in Python using various tool...

Visualizing Time Series Data in Python

Visualize seasonality, trends and other patterns in your time series data.

ARIMA Models in Python

Learn about ARIMA models in Python and become an expert in time series analysis.

Ensemble Methods in Python

Learn how to build advanced and effective machine learning models in Python using ensemble techni...

Intermediate Regression with statsmodels in Python

Learn to perform linear and logistic regression with multiple explanatory variables.

Bayesian Data Analysis in Python

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world...

Working with Geospatial Data in Python

This course will show you how to integrate spatial data into your Python Data Science workflow.

Improving Your Data Visualizations in Python

Learn to construct compelling and attractive visualizations that help communicate results efficie...

Winning a Kaggle Competition in Python

Learn how to approach and win competitions on Kaggle.

Visualizing Geospatial Data in Python

Learn how to make attractive visualizations of geospatial data in Python using the geopandas pack...

Market Basket Analysis in Python

Explore association rules in market basket analysis with Python by bookstore data and creating mo...

Writing Efficient Code with pandas

Learn efficient techniques in pandas to optimize your Python code.

Machine Learning for Marketing in Python

From customer lifetime value, predicting churn to segmentation - learn and implement Machine Lear...

Statistical Thinking in Python (Part 2)

Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis ...

Marketing Analytics: Predicting Customer Churn ...

Learn how to use Python to analyze customer churn and build a model to predict it.

Designing Machine Learning Workflows in Python

Learn to build pipelines that stand the test of time.

Introduction to Predictive Analytics in Python

In this course you'll learn to use and present logistic regression models for making predictions.

Advanced Deep Learning with Keras

Learn how to develop deep learning models with Keras.

Statistical Simulation in Python

Learn to solve increasingly complex problems using simulations to generate and analyze data.

Spreadsheets Foundations

Learn the basics of spreadsheets by working with rows, columns, addresses, and ranges.

Customer Analytics and A/B Testing in Python

Learn how to use Python to create, run, and analyze A/B tests to make proactive business decisions.

Analyzing IoT Data in Python

Learn how to import, clean and manipulate IoT data in Python to make it ready for machine learning.

Introduction to Linear Modeling in Python

Explore the concepts and applications of linear models with python and build models to describe, ...

Analyzing Police Activity with pandas

Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police beh...

Practicing Machine Learning Interview Questions...

Sharpen your knowledge and prepare for your next interview by practicing Python machine learning ...

Generalized Linear Models in Python

Extend your regression toolbox with the logistic and Poisson models and learn to train, understan...

Case Studies in Statistical Thinking

Take vital steps towards mastery as you apply your statistical thinking skills to real-world data...

Survival Analysis in Python

Use survival analysis to work with time-to-event data and predict survival time.

Building Chatbots in Python

Learn the fundamentals of how to build conversational bots using rule-based systems as well as ma...

Analyzing Social Media Data in Python

In this course, you'll learn how to collect Twitter data and analyze Twitter text, networks, and ...

Performing Experiments in Python

Learn about experimental design, and how to explore your data to ask and answer meaningful questi...

Advanced NLP with spaCy

Learn how to use spaCy to build advanced natural language understanding systems, using both rule-...

MLOps for Business

Learn about MLOps, including the tools and practices needed for automating and scaling machine le...

Customer Segmentation in Python

Learn how to segment customers in Python.

Analyzing US Census Data in Python

Learn to use the Census API to work with demographic and socioeconomic data.

HR Analytics: Predicting Employee Churn in Python

In this course you'll learn how to apply machine learning in the HR domain.

Intermediate Predictive Analytics in Python

Learn how to prepare and organize your data for predictive analytics.