Advanced ML Project : An Orca Call classifier using mel-spectrograms as audio representations to detect Killer whales
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Feb 23, 2021 - Jupyter Notebook
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advanced-machine-learning
Here are 27 public repositories matching this topic...
House price estimation from visual and textual features using both machine learning and deep learning models
sift sift-algorithm feature-engineering image-preprocessing mlp-regression advanced-machine-learning cnn-regression catboostregressor image-feature-extraction xgboost-regressor multi-channel-cnn
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Oct 27, 2024 - Jupyter Notebook
Repository for the National Research University Higher School of Economics - Advanced Machine Learning Specialization on Coursera
natural-language-processing deep-neural-networks reinforcement-learning computer-vision deep-learning mooc coursera deeplearning moocs advanced-machine-learning hse-aml
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Dec 7, 2022 - Jupyter Notebook
Generative Adversarial Networks test from Coursera's Advanced Machine Learning. Executed on Colab.
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Dec 21, 2024 - Jupyter Notebook
Classification of flowers from Oxford Flowers 102 dataset
machine-learning tensorflow keras image-classification flower-classification bicocca advanced-machine-learning oxford-flower-dataset
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Aug 23, 2023 - TeX
Solved programming exercises from the Advanced Machine Learning specialization by National Research University on Coursera.
coursera hse aml solved-exercises aml-specialization-coursera solved-programming-exercises national-research-university advanced-machine-learning intro-to-dl introduction-to-deep-learning
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Oct 10, 2019 - Jupyter Notebook
[ETH Zurich] My projects for the module "Advanced Machine Learning" at ETH Zürich (Swiss Federal Institute of Technology in Zurich) during the academic year 2019-2020.
machine-learning svm sklearn jupyter-notebook eeg eeg-signals coursework ecg-signal eth-zurich mri-images svm-classifier imbalanced-data keras-tensorflow eeg-analysis advanced-machine-learning ecg-classification
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Nov 22, 2020 - Jupyter Notebook
A comprehensive Machine Learning course, guiding beginners to build and train machine learning models. It includes Jupyter Notebooks, exercises, and resources for a structured learning experience. (Work in Progress!)
python data-science machine-learning deep-learning machine-learning-algorithms advanced-machine-learning
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Jun 25, 2024 - Jupyter Notebook
Code from Coursera Advanced Machine Learning specialization - Intro to Deep Learning - week 2.
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Oct 25, 2024 - Jupyter Notebook
Repository with notes taken during various courses of the Master's Degree in Computer Science at Sapienza University of Rome
cloud-computing distributed-system foundations-of-data-science advanced-machine-learning blockchain-and-distributed-ledger-technologies economics-of-technlogy-and-management human-computer-interaction-on-the-web
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Feb 29, 2024
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Dec 7, 2022 - Jupyter Notebook
📚 This repository is my personal data science learning hub. Explore my journey from the very basics to advanced techniques. Dive into Python, data manipulation, analysis, visualization, and machine learning. Join me as I learn, grow, and experiment in the world of data science.
python machine-learning natural-language-processing r statistics sql mongodb deep-learning neural-network exploratory-data-analysis data-visualization data-preprocessing feature-engineering data-cleaning object-oriented-programming data-structures-and-algorithms data-science-tutorials advanced-machine-learning data-manupulation data-science-roadmap
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Sep 8, 2023 - Jupyter Notebook
Road traffic sign recognition and detection with use of OpenCV, ROS and Arduino build up robot
linux opencv arduino robot camera neural-network tensorflow sklearn python3 traffic-sign-classification keras-tensorflow gtsrb-dataset advanced-machine-learning ros-melodic
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Sep 27, 2022 - Python
Applying Advanced Machine Learning techinques such as pipelines and text mining, as well as advanced data engeneering methods like column transformers and estimators.
text-mining sentiment-analysis pipeline data-engineering estimator random-forest-regression advanced-machine-learning column-transformer
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Dec 28, 2021 - Jupyter Notebook
This project completer has proven a deep understanding on massive parallel data processing, data exploration and visualization, advanced machine learning and deep learning and how to apply his knowledge in a real-world practical use case where he justifies architectural decisions, proves understanding the characteristics of different algorithms,…
deep-neural-networks deep-learning data-visualization ibm data-processing advanced-machine-learning master-of-data-science advanced-data-science
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Sep 16, 2019 - Jupyter Notebook
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Feb 26, 2023 - Jupyter Notebook
Final Project for CS 9860A- Advanced Machine Learning; using regression techniques to predict housing prices using the House Price- Advanced Regression Techniques Kaggle dataset
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Aug 19, 2022 - Jupyter Notebook
This report proposes an approach to detect anomalies in credit card data using machine learning techniques. Credit card data is prone to fraudulent transactions, and detecting anomalies can help minimize financial losses. The proposed approach involves preprocessing the data by removing missing values and outliers
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May 1, 2023 - Jupyter Notebook
An advanced feature engineering and model building techniques
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Sep 1, 2022 - Jupyter Notebook
Intermediate Machine Learning Course By Kaggle
data-preprocessing gradient-boosting model-validation data-imputation advanced-machine-learning model-optimization categorical-encoding pipeline-automation feature-leakage
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Jul 18, 2024 - Jupyter Notebook
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