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135 Projects一致するコースを見る

Projects

What Makes a Good Book?

  • 中級スキルレベル
  • 4.6+
  • 205

Generate features from text and numeric variables to predict the popularity of books.

機械学習

1-2 hours

Projects

Food Image Classification with Hugging Face

  • 中級スキルレベル
  • 4.3+
  • 204

Classify food images using Hugging Face models, automatically recognizing and categorizing food items.

人工知能

1-2 hours

Projects

Predicting Traffic Volume with PyTorch

  • 中級スキルレベル
  • 4.4+
  • 200

Build a PyTorch-powered traffic prediction system using time-series skills and deep learning to forecast traffic volume.

人工知能

1-2 hours

Projects

Data-Driven Decisions with A/B Testing

  • 中級スキルレベル
  • 4.1+
  • 189

Step into a data scientists role and learn how to make product decisions with A/B testing in Python!

確率と統計

1-2 hours

Projects

Predict Future Sales of Fast-Food Menu Items

  • 中級スキルレベル
  • 4.1+
  • 187

Help a fast food chain save money and place more accurate orders by building a model to predict food sales.

機械学習

1-2 hours

Projects

Detect Traffic Signs with Deep Learning

  • 高度なスキルレベル
  • 4.3+
  • 177

Enhancing Transportation Safety through Traffic Sign Detection

人工知能

1-2 hours

Projects

Building an E-Commerce Clothing Classifier Model with Keras

  • 中級スキルレベル
  • 4.8+
  • 168

Automate e-commerce processes with image classification.

機械学習, 人工知能

1-2 hours

Projects

Classifying X-Ray Images using PyTorch

  • 高度なスキルレベル
  • 4.2+
  • 164

Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.

人工知能

1-2 hours

Projects

Combating Subscriber Churn with Targeted Marketing

  • 中級スキルレベル
  • 4.4+
  • 158

Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.

機械学習

1-2 hours

Projects

Build an Educational Quiz Bot with the OpenAI API

  • 基本スキルレベル
  • 4.1+
  • 153

Build an educational quiz bot to generate questions and answers to quiz yourself or your students.

人工知能

1-2 hours

Projects

Visualizing the History of Nobel Prize Winners

  • 基本スキルレベル
  • 4.1+
  • 150

Explore a dataset containing a centurys worth of Nobel Laureates. Who won? Who got snubbed?

データ操作, データの可視化

1-2 hours

Projects

Understanding Subscription Behaviors

  • 中級スキルレベル
  • 4.5+
  • 149

Analyze subscription data for a SaaS company to identify what drives customer subscription renewals.

データ操作

Less than 15 minutes

Projects

Personalized Language Tutor

  • 基本スキルレベル
  • 4.3+
  • 147

Using OpenAI API for text translation, grammar checking, and pronunciation feedback

人工知能

1-2 hours

Projects

Optimize LLMs with Llama Fine-tuning

  • 中級スキルレベル
  • 4.9+
  • 143

Build an AI-powered airline chat assistant to generate custom responses and identify user intent.

人工知能

1-2 hours

Projects

Analyzing Super Bowl Viewership and Advertising

  • 基本スキルレベル
  • 4.5+
  • 142

Explore Super Bowl viewership data in the age of soaring ad costs.

データ操作, データの可視化

1-2 hours

Projects

Analyzing River Thames Water Levels

  • 中級スキルレベル
  • 3.5+
  • 141

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

1-2 hours

Projects

Consolidating Employee Data

  • 中級スキルレベル
  • 4.7+
  • 138

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

データ準備

Less than 1 hour

Projects

Dr. Semmelweis and the Importance of Handwashing

  • 中級スキルレベル
  • 4.1+
  • 138

Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.

確率と統計

1-2 hours

Projects

Understanding Search Interest with Google Trends

  • 中級スキルレベル
  • 4.2+
  • 136

Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.

データの可視化

Less than 1 hour

Projects

Tech Talent Recruiting with Regex

  • 基本スキルレベル
  • 4.5+
  • 134

Join a leading HR consultancy to use regular expressions and data preprocessing to find tech job candidates from thousands of resumes.

データ準備, データ操作

1-2 hours

Projects

Basketball Analytics: Clustering Players by Performance Metrics

  • 高度なスキルレベル
  • 4.3+
  • 131

Cluster NBA players by performance stats in the 2022-2023 season.

機械学習

1-2 hours

Projects

Building Wedding Planning Software

  • 高度なスキルレベル
  • 4.1+
  • 129

Develop a Wedding management system called Happea(Happily Ever After) to manage wedding invitations and the RSVP of Guests.

ソフトウェア開発

Less than 15 minutes

Projects

Social Networks: A Twitter Network Analysis

  • 中級スキルレベル
  • 4.2+
  • 126

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

1-2 hours

Projects

What is Your Heart Rate Telling You?

  • 中級スキルレベル
  • 4.2+
  • 122

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

1-2 hours

Projects

Detecting Anomalous Transactions

  • 中級スキルレベル
  • 4.3+
  • 119

Dive into the world of banking transactions to uncover hidden anomalies and protect customer confidence. Ready to take on the challenge?

確率と統計

1-2 hours

Projects

Reveal Categories Found in Data

  • 中級スキルレベル
  • 4.6+
  • 117

Apply clustering and NLP techniques to sort text data from negative reviews in the Google Play Store into categories.

機械学習

1-2 hours

Projects

Insurance Claim Processing with Pinecone

  • 中級スキルレベル
  • 3.1+
  • 111

Process insurance claims with a Pinecone vector database and OpenAI embeddings.

人工知能

1-2 hours

Projects

Analyzing Electric Vehicle Charging Habits

  • 基本スキルレベル
  • 2.5+
  • 111

Analyze data about electronic vehicle charging behavior to better use shared charging stations.

探索的データ分析

Less than 1 hour

Projects

Exploring Experimental Design in the Energy Field

  • 中級スキルレベル
  • 4.5+
  • 108

Analyze CO2 emissions across geographical regions and fuel sources to understand environmental impacts in the energy sector.

確率と統計

1-2 hours

Projects

How Environmental Factors Influence Wildlife Populations

  • 高度なスキルレベル
  • 4.2+
  • 107

Explore habitat data using factor and survival analysis tools.

確率と統計

1-2 hours