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21 ProgettiVedi i corsi corrispondenti

Progetto

Analyzing Motorcycle Part Sales

  • AvanzatoLivello di competenza
  • 4.0+
  • 2.1K

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

Data manipulation, Reporting

1-2 hours

Progetto

Analyzing Unicorn Companies

  • AvanzatoLivello di competenza
  • 4.0+
  • 767

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

Sviluppo di software

1-2 hours

Progetto

Analyzing Car Reviews with LLMs

  • AvanzatoLivello di competenza
  • 3.7+
  • 711

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

Intelligenza artificiale

1-2 hours

Progetto

Evaluate a Manufacturing Process

  • AvanzatoLivello di competenza
  • 3.9+
  • 605

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

Data manipulation, Reporting

1-2 hours

Progetto

Building a Demand Forecasting Model

  • AvanzatoLivello di competenza
  • 4.4+
  • 461

Use PySpark to build an e-commerce forecasting model!

Machine Learning

1-2 hours

Progetto

Cleaning an Orders Dataset with PySpark

  • AvanzatoLivello di competenza
  • 3.8+
  • 413

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

Data Engineering, Data Preparation

1-2 hours

Progetto

Predicting Temperature in London

  • AvanzatoLivello di competenza
  • 4.2+
  • 350

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

Machine Learning

1-2 hours

Progetto

Monitoring A Financial Fraud Detection Model

  • AvanzatoLivello di competenza
  • 4.3+
  • 336

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

Machine Learning

1-2 hours

Progetto

Building a Retail Inventory Management System

  • AvanzatoLivello di competenza
  • 3.9+
  • 329

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

Sviluppo di software

Less than 1 hour

Progetto

Stock Trading Simulation with Gymnasium

  • AvanzatoLivello di competenza
  • 4.1+
  • 293

Train a simple reinforcement learning agent in stock trading simulation.

Intelligenza artificiale

1-2 hours

Progetto

Service Desk Ticket Classification with Deep Learning

  • AvanzatoLivello di competenza
  • 4.0+
  • 276

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

Machine Learning, Intelligenza artificiale

1-2 hours

Progetto

Assessing the Effectiveness of Medical Treatments

  • AvanzatoLivello di competenza
  • 4.5+
  • 256

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

Machine Learning, Probabilità e Statistica

Less than 1 hour

Progetto

Time Series Analysis for Transportation

  • AvanzatoLivello di competenza
  • 3.7+
  • 254

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

Probabilità e Statistica

1-2 hours

Progetto

Analyzing Customer Support Calls

  • AvanzatoLivello di competenza
  • 4.2+
  • 244

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

Machine Learning, Data manipulation

1-2 hours

Progetto

Detect Traffic Signs with Deep Learning

  • AvanzatoLivello di competenza
  • 4.4+
  • 183

Enhancing Transportation Safety through Traffic Sign Detection

Intelligenza artificiale

1-2 hours

Progetto

Classifying X-Ray Images using PyTorch

  • AvanzatoLivello di competenza
  • 4.5+
  • 156

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

Intelligenza artificiale

1-2 hours

Progetto

Basketball Analytics: Clustering Players by Performance Metrics

  • AvanzatoLivello di competenza
  • 4.4+
  • 134

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

Machine Learning

1-2 hours

Progetto

How Environmental Factors Influence Wildlife Populations

  • AvanzatoLivello di competenza
  • 4.2+
  • 115

Explore habitat data using factor and survival analysis tools.

Probabilità e Statistica

1-2 hours

Progetto

Building Wedding Planning Software

  • AvanzatoLivello di competenza
  • 4.1+
  • 112

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

Sviluppo di software

Less than 15 minutes

Progetto

Efficient AI with PyTorch

  • AvanzatoLivello di competenza
  • 4.4+
  • 84

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

Intelligenza artificiale

Less than 1 hour

Progetto

Reward Modeling for RLHF

  • AvanzatoLivello di competenza
  • 3.7+
  • 73

Train a reward model based on the trl library.

Intelligenza artificiale

1-2 hours