Projects for Free Code Camp Certification
5 Project I made are:
- Book Reccomentdation Generator using K-Nearest Neighbours 📖
- Used a dataset from FCC that contained 1.1 million ratings (scale of 1-10) of 270,000 books by 90,000 users.
- Clean data to only use relevant reveiws
- Create a KNN model and also implemented a function that returns 5 recommendes books based of the book you input
- Predict Health Care Costs using Linear Regression 🏥💸
- Used a dataset from FCC that contained over 1300 different patients insurance with 7 different demographics for each patient
- Cleaned data and split into train and test data sets
- Solved problem using NN and was able to improve network by anyalising loss
- Was able to predict Health Care Costs Insurance Costs within $1840
- Cat and Dog Classifier using Convelutional Neural Networ😺🐶
- Used a dataset from FCC that contained over 4000 images of cats and dogs
- Cleaned and used Data Augmentation to transform dataset to over _______ images
- Was able to create a model that could predict a cat/dog with a 70% accuracy
- "Ham or Spam" Text Message Classifier using Sentimental Anyalsis 📩✅
- Used a dataset from FCC with over 4000 label text messages
- Tokenized and Padded training data
- Created model that was able to classify messages with a 93% accuracy
- Developed Rock Paper Scissors Algorithm 🪨📃✂️ -Able to create algorthim based counting the frequnecy of patterns that the opponent plays (Not Shown on git hub as doesn't ML models)
