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.

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.

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

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.

Udacity-Deep-Learning-Nanodegree

Projects done as part of the Udacity Deep Learning Nanodegree.

amChristonasis.github.io

Technical Portfolio

audioset_raw

Download and create a tfreader for the audioset dataset

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

AWR1642-Read-Data-Python-

celery

Celery Quick Start on Render

data_science_resources

📊 Data Science Resources, Data Science Standards & Machine Learning Pipelines

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

P1_Facial_Keypoints

My solution to the Udacity Computer Vision Nanodegree Project 1- Facial Keypoint Detection

pyab

sagemaker-deployment

Code and associated files for the deploying ML models within AWS SageMaker

sensor-fusion

Kalman filters (KF, EKF, UKF), LIDAR object detection

SFND

Sensor_Fusion courses

SFND_2D_Feature_Tracking

SFND_3D_Object_Tracking

SFND_Lidar_Obstacle_Detection

SFND_Unscented_Kalman_Filter

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.

ThinkDSP

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

Udacity-Intro-to-Programming-Nanodegree

My solutions to the projects for Udacity's Intro to Programming Nanodegree