In Projekten kannst du deine Fähigkeiten mit Tools wie Data Notebooks anwenden und eine Datenanalyse von Anfang bis Ende durchführen.
Projekt
Apply the foundational Python skills you learned in Introduction to Python and Intermediate Python by manipulating and visualizing movie data.
Datenbearbeitung, Datenvisualisierung
Projekt
Use your data manipulation skills to perform exploratory data analysis on a dataset around student mental health.
Datenmanagement
Projekt
Get up to speed with notebook based projects. This will prepare you for your first Python, SQL & R projects.
Projekt
Use data manipulation and summary statistics to analyze test scores across New York Citys public schools!
Explorative Datenanalyse
Projekt
Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.
Datenbearbeitung, Explorative Datenanalyse
Projekt
Dive into agriculture using supervised machine learning and feature selection to aid farmers in crop cultivation and solve real-world problems.
Programmierung mit Python, Maschinelles Lernen, Softwareentwicklung
Projekt
Use OpenAIs powerful API to answer questions about tourist attractions in Paris.
Künstliche Intelligenz
Projekt
Use SQL to figure out the golden era of video games!
Datenbearbeitung
Projekt
Explore a dataset containing a centurys worth of Nobel Laureates. Who won? Who got snubbed?
Datenbearbeitung, Datenvisualisierung
Projekt
Tidy a bank marketing campaign dataset by splitting it into subsets, updating values, converting data types, and storing it as multiple csv files.
Softwareentwicklung
Projekt
Derive insights about motorcycle part sales over time across multiple warehouse sites!
Datenbearbeitung, Berichtswesen
Projekt
Write SQL queries to answer interesting questions about international debt using data from The World Bank.
Datenbearbeitung
Projekt
Define functions to catch errors when new users register for an app!
Softwareentwicklung
Projekt
Apply your data importing, cleaning and manipulation skills to explore New York City Airbnb data.
Programmierung mit Python, Datenbearbeitung
Projekt
Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.
Datenbearbeitung, Datenvisualisierung
Projekt
Use SQL to analyze a database containing information about Transport for London journeys over 12 years!
Data Engineering, Explorative Datenanalyse, Data Warehouse
Projekt
Use SQL to explore and analyze GoodThought NGOs database, uncovering key insights from over 13 years of transformative projects.
Datenbearbeitung
Projekt
Arctic Penguin Exploration: Unraveling Clusters in the Icy Domain with K-means Clustering
Maschinelles Lernen
Projekt
Perform a hypothesis test to determine if more goals are scored in womens soccer matches than mens!
Probabilistik & Statistik
Projekt
Explore local and global fitness trends to identify product niches. Investigate online interest in gyms, workouts, digital services, and web apps.
Programmierung mit Python, Datenbearbeitung
Projekt
Analyze the popularity of programming languages over time based on Stack Overflow data.
Datenbearbeitung
Projekt
Test your Data engineering skills by creating a data pipeline to analyze E-commerce business of Walmart!
Programmierung mit Python, Datenbearbeitung, Data Engineering
Projekt
Use your SQL skills to explore a dataset about product carbon emissions.
Datenbearbeitung
Projekt
Apply your knowledge of data types and categorical data to prepare a big dataset for modeling!
Datenbearbeitung
Projekt
Implement retrieval augmented generation (RAG) with LangChain to create a chatbot for answering questions about technical documentation.
Künstliche Intelligenz
Projekt
Dive into sleep data and gain insights about factors that impact sleep quality
Datenbearbeitung, Explorative Datenanalyse
Projekt
Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!
Maschinelles Lernen, Probabilistik & Statistik
Projekt
Extract structured data from unstructured natural language in medical transcriptions using the OpenAI API.
Künstliche Intelligenz
Projekt
Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.
Maschinelles Lernen
Projekt
Analyze data about electronic vehicle charging behavior to better use shared charging stations.
Explorative Datenanalyse