Pinned Repositories
3-Wheel-Robotic-Vehicle
Movement and Obstacle Avoidance for a 3-Wheel Robotic Vehicle
Dash-Plotly-Dashboards-Tutorial
A hands-on introduction to Plotly and the Dash framework for creating analytical dashboards in Python.
Deep-Learning-Specialization-Coursera-Deep-Learning.ai
My solutions to the Deep Learning Specilization course by DeepLearning.ai over at Coursera.
DeepFake-Detection
DeepFake detection challenge proposed by the United Nations Center for Artificial Intelligence and Robotics.
Finding-Donors-for-CharityML
My solution to the project Finding Donors for CharityML of the Udacity Intro to Machine Learning Nanodegree, also part of the former Machine Learning Engineer Nanodegree Term 1. The project entails finding the best potential donors for a charity. The notebook starts with data preprocessing, moves on to experimenting with different classification algorithms, then finetuning the hyperparameters of the one with the best F-score using grid search, and finally investigating the most important features for the classification, as given by the best classifier.
Intel-Edge-AI-for-IoT-Developers-Nanodegree
Projects conducted as part of the Intel Edge AI for IOT Developers Nanodegree by Udacity.
jads_kaggle
Contains our group's work in various kaggle competitions
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Twitter-Sentiment-Analysis-in-Python
Architecture of Streaming Twitter Data into Apache Kafka cluster, performing simple sentiment analysis with afinn module, storing the data into MongoDB, and presenting the streaming results in a Dash-Plotly Dashboard.
Udacity-Deep-Learning-Nanodegree
Projects done as part of the Udacity Deep Learning Nanodegree.
amChristonasis's Repositories
amChristonasis/Twitter-Sentiment-Analysis-in-Python
Architecture of Streaming Twitter Data into Apache Kafka cluster, performing simple sentiment analysis with afinn module, storing the data into MongoDB, and presenting the streaming results in a Dash-Plotly Dashboard.
amChristonasis/Dash-Plotly-Dashboards-Tutorial
A hands-on introduction to Plotly and the Dash framework for creating analytical dashboards in Python.
amChristonasis/Deep-Learning-Specialization-Coursera-Deep-Learning.ai
My solutions to the Deep Learning Specilization course by DeepLearning.ai over at Coursera.
amChristonasis/Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
amChristonasis/DeepFake-Detection
DeepFake detection challenge proposed by the United Nations Center for Artificial Intelligence and Robotics.
amChristonasis/Finding-Donors-for-CharityML
My solution to the project Finding Donors for CharityML of the Udacity Intro to Machine Learning Nanodegree, also part of the former Machine Learning Engineer Nanodegree Term 1. The project entails finding the best potential donors for a charity. The notebook starts with data preprocessing, moves on to experimenting with different classification algorithms, then finetuning the hyperparameters of the one with the best F-score using grid search, and finally investigating the most important features for the classification, as given by the best classifier.
amChristonasis/Intel-Edge-AI-for-IoT-Developers-Nanodegree
Projects conducted as part of the Intel Edge AI for IOT Developers Nanodegree by Udacity.
amChristonasis/Udacity-Deep-Learning-Nanodegree
Projects done as part of the Udacity Deep Learning Nanodegree.
amChristonasis/amChristonasis.github.io
Technical Portfolio
amChristonasis/audioset_raw
Download and create a tfreader for the audioset dataset
amChristonasis/awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
amChristonasis/awesome-public-datasets
A topic-centric list of HQ open datasets. PR ☛☛☛
amChristonasis/AWR1642-Read-Data-Python-
amChristonasis/celery
Celery Quick Start on Render
amChristonasis/data_science_resources
📊 Data Science Resources, Data Science Standards & Machine Learning Pipelines
amChristonasis/deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
amChristonasis/keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
amChristonasis/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
amChristonasis/P1_Facial_Keypoints
My solution to the Udacity Computer Vision Nanodegree Project 1- Facial Keypoint Detection
amChristonasis/pyab
amChristonasis/sagemaker-deployment
Code and associated files for the deploying ML models within AWS SageMaker
amChristonasis/sensor-fusion
Kalman filters (KF, EKF, UKF), LIDAR object detection
amChristonasis/SFND
Sensor_Fusion courses
amChristonasis/SFND_2D_Feature_Tracking
amChristonasis/SFND_3D_Object_Tracking
amChristonasis/SFND_Lidar_Obstacle_Detection
amChristonasis/SFND_Unscented_Kalman_Filter
amChristonasis/The-Complete-Web-Developer-in-2020-Zero-to-Mastery
My personal repository with code I write while doing The Complete Web Developer in 2020: Zero to Mastery course by Andrei Negaoie on Udemy.
amChristonasis/ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
amChristonasis/Udacity-Intro-to-Programming-Nanodegree
My solutions to the projects for Udacity's Intro to Programming Nanodegree