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21 projectsVedeți cursurile potrivite

project

Analyzing Motorcycle Part Sales

  • AvansatNivel de calificare
  • 4.0+
  • 2.2K

Derive insights about motorcycle part sales over time across multiple warehouse sites!

Manipularea datelor, Raportare

1-2 hours

project

Analyzing Unicorn Companies

  • AvansatNivel de calificare
  • 4.0+
  • 859

Use your SQL skills to find out how many companies reached a valuation of over $1 billion across different industries between 2019 and 2021!

Dezvoltare software

1-2 hours

project

Evaluate a Manufacturing Process

  • AvansatNivel de calificare
  • 4.1+
  • 730

Identify issues in a manufacturing process using SQL window functions and subqueries

Manipularea datelor, Raportare

1-2 hours

project

Analyzing Car Reviews with LLMs

  • AvansatNivel de calificare
  • 3.6+
  • 723

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

Inteligenţă artificială

1-2 hours

project

Building a Demand Forecasting Model

  • AvansatNivel de calificare
  • 4.5+
  • 456

Use PySpark to build an e-commerce forecasting model!

Învățare automată

1-2 hours

project

Cleaning an Orders Dataset with PySpark

  • AvansatNivel de calificare
  • 4.1+
  • 395

Step into a data engineers shoes and master data cleaning with PySpark on an e-commerce orders dataset!

Inginerie de date, Pregătirea datelor

1-2 hours

project

Monitoring A Financial Fraud Detection Model

  • AvansatNivel de calificare
  • 4.5+
  • 376

Help the bank monitoring their fraud detection model and figuring out why its not performing as expected.

Învățare automată

1-2 hours

project

Predicting Temperature in London

  • AvansatNivel de calificare
  • 4.1+
  • 335

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

Învățare automată

1-2 hours

project

Building a Retail Inventory Management System

  • AvansatNivel de calificare
  • 3.8+
  • 328

Develop an inventory management system for a retail business using OOP in Python.

Dezvoltare software

Less than 1 hour

project

Service Desk Ticket Classification with Deep Learning

  • AvansatNivel de calificare
  • 4.0+
  • 312

Use deep learning to automate the classification of service desk tickets.

Învățare automată, Inteligenţă artificială

1-2 hours

project

Stock Trading Simulation with Gymnasium

  • AvansatNivel de calificare
  • 4.1+
  • 299

Train a simple reinforcement learning agent in stock trading simulation.

Inteligenţă artificială

1-2 hours

project

Time Series Analysis for Transportation

  • AvansatNivel de calificare
  • 3.9+
  • 267

Explore transportation time series data analysis to uncover patterns and forecast travel costs.

Probabilități și statistică

1-2 hours

project

Assessing the Effectiveness of Medical Treatments

  • AvansatNivel de calificare
  • 4.6+
  • 263

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

Învățare automată, Probabilități și statistică

Less than 1 hour

project

Analyzing Customer Support Calls

  • AvansatNivel de calificare
  • 4.4+
  • 236

Transcribe customer support audio calls, evaluate sentiment, search in text and identify common entities to improve customer service!

Învățare automată, Manipularea datelor

1-2 hours

project

Detect Traffic Signs with Deep Learning

  • AvansatNivel de calificare
  • 4.3+
  • 177

Enhancing Transportation Safety through Traffic Sign Detection

Inteligenţă artificială

1-2 hours

project

Classifying X-Ray Images using PyTorch

  • AvansatNivel de calificare
  • 4.2+
  • 164

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

Inteligenţă artificială

1-2 hours

project

Basketball Analytics: Clustering Players by Performance Metrics

  • AvansatNivel de calificare
  • 4.3+
  • 131

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

Învățare automată

1-2 hours

project

Building Wedding Planning Software

  • AvansatNivel de calificare
  • 4.1+
  • 129

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

Dezvoltare software

Less than 15 minutes

project

How Environmental Factors Influence Wildlife Populations

  • AvansatNivel de calificare
  • 4.2+
  • 107

Explore habitat data using factor and survival analysis tools.

Probabilități și statistică

1-2 hours

project

Reward Modeling for RLHF

  • AvansatNivel de calificare
  • 2.3+
  • 91

Train a reward model based on the trl library.

Inteligenţă artificială

1-2 hours

project

Efficient AI with PyTorch

  • AvansatNivel de calificare
  • 3.0+
  • 89

Use distributed training to optimize a transformer model with multi-device acceleration and advanced optimizers.

Inteligenţă artificială

Less than 1 hour