Project
Predicting Traffic Volume with PyTorch
- IntermediateSkill Level
- 4.6+
- 161
Build a PyTorch-powered traffic prediction system using time-series skills and deep learning to forecast traffic volume.
Artificial Intelligence
Projects
Solve real-world problemsProjects let you apply your skills using tools like data Notebooks and complete a data analysis from start to finish.
- Learn to code on your own
- Build your own portfolio
- Get real-world experience
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Project
Combating Subscriber Churn with Targeted Marketing
- IntermediateSkill Level
- 4.6+
- 158
Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.
Machine Learning
Project
Analyzing River Thames Water Levels
- IntermediateSkill Level
- 3.5+
- 155
Apply your data manipulation skills to time series data on water levels of the River Thames.
Python Programming, Data Manipulation
Project
Optimize LLMs with Llama Fine-tuning
- IntermediateSkill Level
- 4.9+
- 149
Build an AI-powered airline chat assistant to generate custom responses and identify user intent.
Artificial Intelligence
Project
Tech Talent Recruiting with Regex
- BasicSkill Level
- 4.4+
- 136
Join a leading HR consultancy to use regular expressions and data preprocessing to find tech job candidates from thousands of resumes.
Data Preparation, Data Manipulation
Project
Consolidating Employee Data
- IntermediateSkill Level
- 4.7+
- 133
Use DataFrames to read and merge employee data from different sources.
Data Preparation
Project
Reveal Categories Found in Data
- IntermediateSkill Level
- 4.5+
- 130
Apply clustering and NLP techniques to sort text data from negative reviews in the Google Play Store into categories.
Machine Learning
Project
Dr. Semmelweis and the Importance of Handwashing
- IntermediateSkill Level
- 4.5+
- 128
Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.
Probability & Statistics
Project
Building Wedding Planning Software
- AdvancedSkill Level
- 4.1+
- 128
Develop a Wedding management system called Happea(Happily Ever After) to manage wedding invitations and the RSVP of Guests.
Software Development
Project
Detecting Anomalous Transactions
- IntermediateSkill Level
- 4.5+
- 127
Dive into the world of banking transactions to uncover hidden anomalies and protect customer confidence. Ready to take on the challenge?
Probability & Statistics
Project
Understanding Search Interest with Google Trends
- IntermediateSkill Level
- 4.3+
- 123
Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.
Data Visualization
Project
Social Networks: A Twitter Network Analysis
- IntermediateSkill Level
- 4.0+
- 122
Analyze Twitter follower data with Python! Use Pandas and NetworkX to build functions, identify influential users, and explore network structures.
Exploratory Data Analysis
Project
Exploring Experimental Design in the Energy Field
- IntermediateSkill Level
- 4.3+
- 119
Analyze CO2 emissions across geographical regions and fuel sources to understand environmental impacts in the energy sector.
Probability & Statistics
Project
Insurance Claim Processing with Pinecone
- IntermediateSkill Level
- 3.6+
- 119
Process insurance claims with a Pinecone vector database and OpenAI embeddings.
Artificial Intelligence
Project
Demystifying AI: Explaining Demand Forecasting Models
- IntermediateSkill Level
- 3.8+
- 101
Use Explainable AI to understand demand forecasting models and make data-driven decisions.
Artificial Intelligence
Project
Reward Modeling for RLHF
- AdvancedSkill Level
- 3.0+
- 93
Train a reward model based on the trl library.
Artificial Intelligence
Project
Introduction to Notebook Projects
- BasicSkill Level
- 4.3+
- 14.4K
Get up to speed with notebook based projects. This will prepare you for your first Python, SQL & R projects.