David Venturi

David Venturi

160,050 XP Earned
7 Courses completed
456 Exercises Aced

David's XP per Topic (Courses Only)

Data Engineering

0 XP

Programming

28128 XP

Importing & Cleaning Data

0 XP

Data Manipulation

651 XP

Data Visualization

100 XP

Probability & Statistics

524 XP

Machine Learning

102 XP

Applied Finance

0 XP

Reporting

0 XP

Case Studies

0 XP

Management

0 XP

Other

3583 XP

David's Completed Tracks

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David's Completed Courses

David's Completed Projects

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Real-time Insights from Social Media Data
Learn to analyze Twitter data and do a deep dive into a hot trend.
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Comparing Cosmetics by Ingredients
Process ingredient lists for cosmetics on Sephora then visualize similarity using t-SNE and Bokeh.
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Analyze Your Runkeeper Fitness Data
Import, clean, and analyze seven years worth of training data tracked on the Runkeeper app.
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Analyze International Debt Statistics
Write SQL queries to answer interesting questions about international debt using data from The World Bank.
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The Impact of Climate Change on Birds
Predict the impact of climate change on bird distributions using spatial data and machine learning.
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Who's Tweeting? Trump or Trudeau?
Build a machine learning classifier that knows whether President Trump or Prime Minister Trudeau is tweeting!
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What Makes a Pokémon Legendary?
Use tree-based machine learning methods to identify the characteristics of legendary Pokémon.
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Kidney Stones and Simpson's Paradox
Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.
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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.
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The Android App Market on Google Play
Load, clean, and visualize scraped Google Play Store data to understand the Android app market.
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Find Movie Similarity from Plot Summaries
Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity.
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Extract Stock Sentiment from News Headlines
Scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.
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Phyllotaxis: Draw Flowers Using Mathematics
Use R to make art and create imaginary flowers inspired by nature.
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Exploring the Bitcoin Cryptocurrency Market
You will explore the market capitalization of Bitcoin and other cryptocurrencies.
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ASL Recognition with Deep Learning
Build a convolutional neural network to classify images of letters from American Sign Language.
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Are You Ready for the Zombie Apocalypse?
Use your logistic regression skills to protect people from becoming zombies!
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Up and Down With the Kardashians
Plot Google Trends data to find the most famous Kardashian/Jenner sister. Is it Kim? Kendall? Kylie?
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Predicting Credit Card Approvals
Build a machine learning model to predict if a credit card application will get approved.
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Data Science for Social Good: Crime Study
Use data science to catch criminals, plus find new ways to volunteer personal time for social good.
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Going Down to South Park: A Text Analysis
Analyze the dialog and IMDB ratings of 287 South Park episodes. Warning: contains explicit language.
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Book Recommendations from Charles Darwin
Build a book recommendation system using NLP and the text of books like "On the Origin of Species."
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Health Survey Data Analysis of BMI
Analyze health survey data to determine how BMI is associated with physical activity and smoking.
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Give Life: Predict Blood Donations
Build a binary classifier to predict if a blood donor is likely to donate again.
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Naïve Bees: Deep Learning with Images
Build a deep learning model that can automatically detect honey bees and bumble bees in images.
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Clustering Bustabit Gambling Behavior
Use cluster analysis to glean insights into cryptocurrency gambling behavior.
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A Text Analysis of Trump's Tweets
Apply text mining to Donald Trump's tweets to confirm if he writes the (angrier) Android half.
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Planning Public Policy in Argentina
Apply unsupervised learning techniques to help plan an education program in Argentina.
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TV, Halftime Shows, and the Big Game
Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.
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Trends in Maryland Crime Rates
Apply hierarchical and mixed-effect models to analyze Maryland crime rates.
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Where Would You Open a Chipotle?
Create and explore interactive maps using Leaflet to determine where to open the next Chipotle.
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TV, Halftime Shows, and the Big Game
Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.
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Rise and Fall of Programming Languages
Analyze the relative popularity of programming languages over time based on Stack Overflow data.
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Gender Bias in Graduate Admissions
Analyze admissions data from UC Berkeley and find out if the university was biased against women.
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Degrees That Pay You Back
Explore the salary potential of college majors with a k-means cluster analysis.
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Reducing Traffic Mortality in the USA
How can we find a good strategy for reducing traffic-related deaths?
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Do Left-handed People Really Die Young?
Use pandas and Bayesian statistics to see if left-handed people actually die earlier than righties.
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Partnering to Protect You from Peril
Examine the network of connections among local health departments in the United States.
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Classify Suspected Infection in Patients
Classify patients with suspected infections using data.table and electronic health records.
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Clustering Heart Disease Patient Data
Experiment with clustering algorithms to help doctors inform treatment for heart disease patients.
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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
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Where Are the Fishes?
Explore acoustic backscatter data to find fish in the U.S. Atlantic Ocean.
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Drunken Datetimes in Ames, Iowa
Apply your skills from "Working with Dates and Times in R" to breathalyzer data from Ames, Iowa.
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What Your Heart Rate Is Telling You
Examine the relationship between heart rate and heart disease using multiple logistic regression.
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Functions for Food Price Forecasts
Write functions to forecast time series of food prices in Rwanda.
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Classify Song Genres from Audio Data
Rock or rap? Apply machine learning methods in Python to classify songs into genres.
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Explore 538's Halloween Candy Rankings
Get ready for Halloween by digging into a FiveThirtyEight dataset with all your favorite candy!
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A Visual History of Nobel Prize Winners
Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?
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Predict Taxi Fares with Random Forests
Use regression trees and random forests to find places where New York taxi drivers earn the most.
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Who Is Drunk and When in Ames, Iowa?
Flex your data manipulation muscles on breath alcohol test data from Ames, Iowa, USA.
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Naïve Bees: Predict Species from Images
Build a model that can automatically detect honey bees and bumble bees in images.
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Scout your Athletics Fantasy Team
Analyze athletics data to find new ways to scout and assess jumpers and throwers.
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Generating Keywords for Google Ads
Automatically generate keywords for a search engine marketing campaign using Python.
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Exploring the Kaggle Data Science Survey
Discover the top tools Kaggle participants use for data science and machine learning.
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Visualizing Inequalities in Life Expectancy
Compare life expectancy across countries and genders with ggplot2.
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Naïve Bees: Image Loading and Processing
Load, transform, and understand images of honey bees and bumble bees in Python.
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A Visual History of Nobel Prize Winners
Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?
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Who Is Drunk and When in Ames, Iowa?
Flex your data manipulation muscles on breath alcohol test data from Ames, Iowa, USA.
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The GitHub History of the Scala Language
Find the true Scala experts by exploring its development history in Git and GitHub.
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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.
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A New Era of Data Analysis in Baseball
Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.
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Mobile Games A/B Testing with Cookie Cats
Analyze an A/B test from the popular mobile puzzle game, Cookie Cats.
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Level Difficulty in Candy Crush Saga
Analyze data from the hit mobile game, Candy Crush Saga.
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Recreating John Snow's Ghost Map
Recreate John Snow's famous map of the 1854 cholera outbreak in London.
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The Hottest Topics in Machine Learning
Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.