Projects
Image Processing for Object Detection Models
- 中級スキルレベル
- 4.3+
- 354
Building an image processing pipeline for data augmentation.
データの可視化, データ操作
Projects
Building an image processing pipeline for data augmentation.
データの可視化, データ操作
Projects
Chart electric vehicle charging trends to inform strategic planning.
データ操作, データの可視化
Projects
Perform a hypothesis test to determine if more goals are scored in womens soccer matches than mens!
確率と統計
Projects
Analyze product data for an online sports retail company to optimize revenue.
データ操作
Projects
Use web scraping and NLP to find the most frequent words in classic literature: Herman Melvilles novel, Moby Dick.
Pythonプログラミング, ソフトウェア開発
Projects
Build an AI-powered inbox assistant to classify your emails using Llama.
人工知能
Projects
Build models predicting customer churn for Indian telecom customers.
データ操作, 機械学習
Projects
Use MLBs Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.
データの可視化
Projects
Query the VatComply API to gather exchange rate information and incorporate into a sales orders dataset!
ソフトウェア開発, データ操作
Projects
Use mean-variance optimization to find optimal portfolio weights and then check how well they would have performed.
応用ファイナンス
Projects
Explore facial recognition with ML by distinguishing Arnold Schwarzenegger from others using Python and scikit-learn.
機械学習
Projects
Powering Data for the Department of Energy - Building an ETL Pipeline
データエンジニアリング
Projects
Use joining techniques to discover the oldest businesses in the world.
データ操作
Projects
Analyze online shopping habits: returning vs. new customers using statistics & probability techniques!
確率と統計
Projects
Use logistic regression to predict whether people will make a claim on their car insurance!
機械学習
Projects
Generate features from text and numeric variables to predict the popularity of books.
機械学習
Projects
Classify food images using Hugging Face models, automatically recognizing and categorizing food items.
人工知能
Projects
Build a PyTorch-powered traffic prediction system using time-series skills and deep learning to forecast traffic volume.
人工知能
Projects
Step into a data scientists role and learn how to make product decisions with A/B testing in Python!
確率と統計
Projects
Help a fast food chain save money and place more accurate orders by building a model to predict food sales.
機械学習
Projects
Automate e-commerce processes with image classification.
機械学習, 人工知能
Projects
Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.
機械学習
Projects
Analyze subscription data for a SaaS company to identify what drives customer subscription renewals.
データ操作
Projects
Build an AI-powered airline chat assistant to generate custom responses and identify user intent.
人工知能
Projects
Apply your data manipulation skills to time series data on water levels of the River Thames.
Pythonプログラミング, データ操作
Projects
Use DataFrames to read and merge employee data from different sources.
データ準備
Projects
Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.
確率と統計
Projects
Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.
データの可視化
Projects
Analyze Twitter follower data with Python! Use Pandas and NetworkX to build functions, identify influential users, and explore network structures.
探索的データ分析
Projects
Examine the relationship between heart rate and heart disease using multiple logistic regression.
データ操作, 確率と統計, データの可視化