Joan Mwangi's Projects
500 AI Machine learning Deep learning Computer vision NLP Projects with code
An awesome list that curates the best Flutter libraries, tools, tutorials, articles and more.
A curated list of references for MLOps
:mortar_board: Path to a free self-taught education in Computer Science!
This a simple application for logging in and monitoring COVID19 symptoms. It suggests one to get tested for COVID if symptoms match those of COVID19 disease, and further recommends quarantine..
collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc
A curated list of awesome places to learn and/or practice algorithms.
List of Data Science Cheatsheets to rule the world
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
This is a mobile application whose purpose is Diabetes Prediction using ML and Management. It is developed using Flutter.
This is a Random Forest Machine Learning model whose purpose is Diabetes Prediction. Datasets used were obtained from Kaggle.
The SVM ML Algorithm was used.
An app which fetches data over the network and loads it as a user scrolls using Flutter and the bloc library.
A weather app made using Flutter which pulls live weather data from the public OpenMeteo API and displays the weather in different locations
This is a sample flutter login page
This a project that entails the design of a gift shop website.
THis project involves classifying whether a voice is AI-generated or it's a human voice. Tensor flow and the python library called Librosa were used.
This notebook seeks to predict loan default (good or bad credit risk). Libraries like Pandas, Numpy, Matplotlib and Sk-learn will be used.
This is a Java Mobile Application that identifies blackspots on major roads in Kenya. By use of markers and Live Location, it alerts the user of the app(Could be the driver) to drive cautiously as they're approaching a blackspot.
Config files for my GitHub profile.
A natural language interface for computers
Video discussing this curriculum:
Python AI assistant š§
Python Data Science Handbook: full text in Jupyter Notebooks