138 results for "project"

Analyzing Police Activity with pandas

Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police behavior using pandas.

4 hours Data Manipulation Kevin Markham Course

Unit Testing for Data Science in Python

Learn how to write unit tests for your Data Science projects in Python using pytest.

4 hours Programming Dibya Chakravorty Course

Introduction to MLflow

Learn how to use MLflow to simplify the complexities of building machine learning applications. Explore MLflow tracking, projects, models, and model registry.

4 hours Machine Learning Weston Bassler Course

String Manipulation with stringr in R

Learn how to pull character strings apart, put them back together and use the stringr package.

4 hours Programming Charlotte Wickham Course

Monitoring Machine Learning in Python

This course covers everything you need to know to build a basic machine learning monitoring system in Python

3 hours Machine Learning Hakim Elakhrass Course

GitHub Concepts

Learn how to use GitHub's various features, navigate the interface and perform everyday collaborative tasks.

2 hours Other George Boorman Course

Introduction to Writing Functions in R

Take your R skills up a notch by learning to write efficient, reusable functions.

4 hours Programming Richie Cotton Course

CI/CD for Machine Learning

Elevate your Machine Learning Development with CI/CD using GitHub Actions and Data Version Control

5 hours Machine Learning Ravi Bhadauria Course

Preprocessing for Machine Learning in Python

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

4 hours Machine Learning James Chapman Course

Introduction to Git

Familiarize yourself with Git for version control. Explore how to track, compare, modify, and revert files, as well as collaborate with colleagues using Git.

4 hours Programming George Boorman Course

Machine Learning for Business

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

2 hours Machine Learning Karolis Urbonas Course

Introduction to Bioconductor in R

Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

4 hours Other Paula Martinez Course

Natural Language Processing with spaCy

Master the core operations of spaCy and train models for natural language processing. Extract information from unstructured data and match patterns.

4 hours Machine Learning Azadeh Mobasher Course

Artificial Intelligence (AI) Strategy

Learn how to blend business, data, and AI, and set goals to drive success with an effectively scalable AI Strategy.

3 hours Artificial Intelligence Vidhi Chugh Course

Introduction to Financial Concepts in Python

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

4 hours Applied Finance Dakota Wixom Course

Introduction to DevOps

In this Introduction to DevOps, you’ll master the DevOps basics and learn the key concepts, tools, and techniques to improve productivity.

4 hours Programming Cem Sakarya Course

Defensive R Programming

Learn defensive programming in R to make your code more robust.

4 hours Programming Colin Gillespie Course

Building Dashboards with Dash and Plotly

Learn how to build interactive and insight-rich dashboards with Dash and Plotly.

4 hours Data Visualization Alex Scriven Course

Developing LLM Applications with LangChain

Discover how to build AI-powered applications using LLMs, prompts, chains, and agents in LangChain.

4 hours Artificial Intelligence Jonathan Bennion Course

Data Storytelling Case Study: Green Businesses

Practice data storytelling using real-world examples! Communicate complex insights effectively with a dataset of certified green businesses.

1 hour Data Literacy Camilo Martínez Course

Intermediate Network Analysis in Python

Analyze time series graphs, use bipartite graphs, and gain the skills to tackle advanced problems in network analytics.

4 hours Probability & Statistics Eric Ma Course

Introduction to LLMs in Python

Learn the nuts and bolts of LLMs and the revolutionary transformer architecture they are based on!

4 hours Artificial Intelligence Iván Palomares Carrascosa Course

Machine Learning with PySpark

Learn how to make predictions from data with Apache Spark, using decision trees, logistic regression, linear regression, ensembles, and pipelines.

4 hours Machine Learning Andrew Collier Course

Streaming Data with AWS Kinesis and Lambda

Learn how to work with streaming data using serverless technologies on AWS.

4 hours Data Engineering Maksim Pecherskiy Course

Intermediate Python

Level up your data science skills by creating visualizations using Matplotlib and manipulating DataFrames with pandas.

4 hours Programming Hugo Bowne-Anderson Course

Introduction to SQL

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

2 hours Data Manipulation Izzy Weber Course

Bond Valuation and Analysis in R

Learn to use R to develop models to evaluate and analyze bonds as well as protect them from interest rate changes.

4 hours Applied Finance Clifford Ang Course

Transactions and Error Handling in PostgreSQL

Ensure data consistency by learning how to use transactions and handle errors in concurrent environments.

4 hours Data Manipulation Jason Myers Course

Life Insurance Products Valuation in R

Learn the basics of cash flow valuation, work with human mortality data and build life insurance products in R.

4 hours Applied Finance Katrien Antonio Course

Introduction to Anomaly Detection in R

Learn statistical tests for identifying outliers and how to use sophisticated anomaly scoring algorithms.

4 hours Probability & Statistics DataCamp Content Creator Course

Understanding GDPR

Gain a clear understanding of GDPR principles and how to set up GDPR-compliant processes in this comprehensive course.

3 hours Data Literacy Shalini Kurapati Course

Introduction to Data Security

Discover how to become a data defender and keep data safe and secure with this beginner-friendly interactive course.

2 hours Data Management Angeline Corvaglia Course

Deep Learning for Text with PyTorch

Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.

4 hours Artificial Intelligence Shubham Jain Course

Introduction to Data Ethics

Explore data ethics with this comprehensive introductory course, covering principles, AI ethics, and practical skills to ensure responsible data use.

1 hour Data Literacy Shalini Kurapati Course

Data Privacy and Anonymization in Python

Learn to process sensitive information with privacy-preserving techniques.

4 hours Machine Learning Rebeca Gonzalez Course

Introduction to DataCamp Projects

If you've never done a DataCamp project, this is the place to start!

30 minutes Data Manipulation, Data Visualization... David Venturi Project guided

Introduction to DataCamp Projects

If you have never done a DataCamp project, this is the place to start!

30 minutes Data Visualization, Case Studies Rasmus Bååth Project guided

Introduction to DataCamp Projects

If you've never done a DataCamp project, this is the place to start!

30 minutes Data Visualization, Case Studies Rasmus Bååth Project guided

Exploring the Evolution of Lego

In this project, we will use data manipulation skills to zoom in on a time when Lego explored a new direction for their toy line!

45 minutes Data Manipulation Justin Saddlemyer Project guided

Text Mining America's Toughest Game Show

Use text mining to analyze Jeopardy! data.

45 minutes R Programming, Python Programming... Alexis Lee Project guided

Modeling the Volatility of US Bond Yields

Discover how the US bond yields behave using descriptive statistics and advanced modeling.

45 minutes Data Visualization, Applied Finance József Soltész Project guided

Kidney Stones and Simpson's Paradox

Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.

45 minutes Data Visualization, Probability & Statistics... Amy Yang Project guided

Where Are the Fishes?

Explore acoustic backscatter data to find fish in the U.S. Atlantic Ocean.

45 minutes Data Manipulation, Data Visualization Erin LaBrecque Project guided

Predict Taxi Fares with Random Forests

Use regression trees and random forests to find places where New York taxi drivers earn the most.

45 minutes Data Visualization, Machine Learning... Robert Grant Project guided

Explore 538's Halloween Candy Rankings

Get ready for Halloween by digging into a FiveThirtyEight dataset with all your favorite candy!

60 minutes Data Visualization, Probability & Statistics... Nick Solomon Project guided

Word Frequency in Classic Novels

Use web scraping and NLP to find the most frequent words in one of two pieces of classic literature: Herman Melville's novel, Moby Dick, or Peter Pan by J. M. Barrie.

45 minutes R Programming, Python Programming... Hugo Bowne-Anderson Project guided

Interstellar Delivery: Mastering Datetime in Python

Manipulate date and time using Python

1 hour Programming Amina Edmunds Project guided

What's in an Avocado Toast: A Supply Chain Analysis

Conduct a supply chain analysis of the ingredients used in an avocado toast to gain an understanding of the complex supply chain involved.

1 hour Python Programming, Data Manipulation Maham Khan Project guided

Data Driven Product Management: Conducting a Market Analysis

Explore local and global fitness trends to identify product niches. Investigate online interest in gyms, workouts, digital services, and web apps.

1 hour Python Programming, Data Manipulation Maham Khan Project guided

Investigating Netflix Movies

Apply the foundational Python skills you learned in Introduction to Python and Intermediate Python by manipulating and visualizing movie data.

1 hour Data Manipulation, Data Visualization Jasmin Ludolf Project guided

The GitHub History of the Scala Language

Find the true Scala experts by exploring its development history in Git and GitHub.

45 minutes Data Manipulation, Data Visualization... Anita Sarma Project guided

When Was the Golden Age of Video Games?

Use joins and set theory to discover the best years for video games!

45 minutes Data Manipulation Izzy Weber Project guided

Going Down to South Park: A Text Analysis

Analyze the dialog and IMDB ratings of 287 South Park episodes. Warning: contains explicit language.

45 minutes Data Manipulation, Data Visualization... Patrik Drhlík Project guided

Analyzing Online Sports Revenue

Analyze product data for an online sports retail company to optimize revenue.

1 hour Data Manipulation George Boorman Project guided

Analyzing American Baby Name Trends

Use categorization and ranking techniques to explore 101 years of American baby name tastes.

45 minutes Data Manipulation Izzy Weber Project guided

Functions for Food Price Forecasts

Write functions to forecast time series of food prices in Rwanda.

45 minutes Data Manipulation, Data Visualization... Richie Cotton Project guided

Functions for Food Price Forecasts (Unguided)

Write functions to forecast time series of food prices in Rwanda.

45 minutes Data Manipulation, Data Visualization... Richie Cotton Project guided

Drunken Datetimes in Ames, Iowa

Apply your skills from "Working with Dates and Times in R" to breathalyzer data from Ames, Iowa.

45 minutes Data Manipulation, Data Visualization... Samantha Tyner Project guided

Analyzing Car Reviews with LLMs

Use LLMs to solve diverse language tasks for a car dealership company.

1 hour Artificial Intelligence Iván Palomares Carrascosa Project guided

When Was the Golden Era of Video Games?

Use SQL to figure out the golden era of video games!

30 min Data Manipulation Amina Edmunds Project guided

Exploring the Evolution of Linux

Find out about the evolution of the Linux operating system by exploring its version control system.

45 minutes Importing & Cleaning Data, Case Studies Markus Harrer Project guided

The Impact of Climate Change on Birds

Predict the impact of climate change on bird distributions using spatial data and machine learning.

45 minutes Data Manipulation, Data Visualization... Laurens Geffert Project guided

Topic Analysis of Clothing Reviews with Embeddings

Analyze clothing reviews on an e-commerce platform to explore different topics and similarities among them.

1 hour Artificial Intelligence Sifat Khan Project guided

Exploring NYC Public School Test Result Scores

Use data manipulation and summary statistics to analyze test scores across New York City's public schools!

30 minutes Exploratory Data Analysis George Boorman Project guided

Clustering Antarctic Penguin Species

Arctic Penguin Exploration: Unraveling Clusters in the Icy Domain with K-means Clustering

1 hour Machine Learning Amir Parizi Project guided

Where Would You Open a Chipotle?

Create and explore interactive maps using Leaflet to determine where to open the next Chipotle.

45 minutes Data Manipulation, Data Visualization... Rich Majerus Project guided

Exploring the Bitcoin Cryptocurrency Market

You will explore the market capitalization of Bitcoin and other cryptocurrencies.

45 minutes Data Manipulation, Data Visualization... Juan González-Vallinas Project guided

Analyzing TV Data

Use data manipulation and visualization to explore one of two different television broadcast datasets: The Super Bowl and hit sitcom The Office!

45 minutes Data Manipulation, Data Visualization... David Venturi Project guided

Debugging a Sales Data Workflow

Sometimes, things that once worked perfectly suddenly hit a snag. Practice your knowledge of DataFrames to find the problem and fix it!

45 min Data Manipulation Katerina Zahradova Project guided

Predicting Temperature in London

Perform a machine learning experiment to find the best model that predicts the temperature in London!

1 hour Data Manipulation, Data Visualization... Folkert Stijnman Project guided

Analyzing Crime in Los Angeles

Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.

45 minutes Data Manipulation, Exploratory Data Analysis George Boorman Project guided

Getting a Good Night's Sleep

Dive into sleep data and gain insights about factors that impact sleep quality

1 hour Data Manipulation, Exploratory Data Analysis Amina Edmunds Project guided

Building a Retail Data Pipeline

Test your Data engineering skills by creating a data pipeline to analyze E-commerce business of Walmart!

45 min Python Programming, Data Manipulation... Anastasia Dvoryanchikova Project guided

The Hottest Topics in Machine Learning

Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.

45 minutes Data Manipulation, Data Visualization... Lars Hulstaert Project guided

Building an E-Commerce Clothing Classifier Model with Keras

Automate e-commerce processes with image classification.

1 hour Machine Learning, Artificial Intelligence Chris Harper Project guided

Building an E-Commerce Clothing Classifier Model

Automate e-commerce processes with image classification.

1 hour Machine Learning, Artificial Intelligence Chris Harper Project guided

Planning Public Policy in Argentina

Apply unsupervised learning techniques to help plan an education program in Argentina.

45 minutes Data Manipulation, Data Visualization... Rafael La Buonora Project guided

The Android App Market on Google Play

Load, clean, and visualize scraped Google Play Store data to gain insights into the Android app market.

45 minutes Data Manipulation, Data Visualization... Lavanya Gupta Project guided

The Android App Market on Google Play

Load, clean, and visualize scraped Google Play Store data to gain insights into the Android app market.

45 minutes Data Manipulation, Data Visualization... Lavanya Gupta Project guided

A Network Analysis of Game of Thrones

Analyze the network of characters in Game of Thrones and how it changes over the course of the books.

45 minutes Case Studies Mridul Seth Project guided

Data Science for Social Good: Crime Study

Use data science to catch criminals, plus find new ways to volunteer personal time for social good.

45 minutes Data Manipulation, Data Visualization... William Connell Project guided

Consolidating Employee Data

Use DataFrames to read and merge employee data from different sources.

30 minutes Data Preparation Izzy Weber Project guided

Degrees That Pay You Back

Explore the salary potential of college majors with a k-means cluster analysis.

45 minutes Data Manipulation, Data Visualization... Jaclyn Burge Project guided

Analyzing River Thames Water Levels

Apply your data manipulation skills to time series data on water levels of the River Thames.

1 hour Python Programming, Data Manipulation Maham Khan Project guided

Find Movie Similarity from Plot Summaries

Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity.

45 minutes Data Manipulation, Data Visualization... Anubhav Singh Project guided
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