Hello,
I have 7 years of experience in Full Stack Development and I fill follow these steps to fulfil your project requirements :
• Understand the full requirements and data available for the project.
• Determine the suitable machine learning algorithms based on the type of text data and required accuracy. This may include techniques like Naive Bayes, Random Forest, Neural Networks etc.
• Prepare the text data by cleaning, preprocessing and transforming into appropriate format for modeling. This includes removing stop words, stemming, lemmatization, vectorization etc.
• Develop the machine learning model using tools like Sickest Learn, TensorFlow or other libraries in Python/R.
• Test and optimize the model using techniques like hyperparameter tuning, ensemble methods to improve accuracy.
• Integrate the trained model onto a web interface using frameworks like Flask or Django in Python.
• Ensure the web app is responsive, user friendly and has necessary features like data input fields and a results display section.
• Test the web app thoroughly to ensure accuracy, efficiency, and compatibility across browsers.
• Deploy the web app onto a hosting platform for demo and handover.
Timeline:
With the relevant data and access to tools, I can complete this project within 4-6 weeks depending on the complexity and data scale.
Thanks!!
App King Tech Solution