Machine-Learning-Portfolio
Machine-Learning-Portfolio 💥
This is a repository of the projects I worked on or currently working on. It is updated regularly. I also have the Jupyter Notebook version of some of my Kaggle kernels here.
My Kaggle profile
My Portfolio-Website (vatsalparsaniya.github.io)
Other Projects
Projects:
Kaggle SIIM-ISIC-Melanoma-Classification Competition 130/3314 (Silver Medal) [Link for the complete project repository]
- Identify melanoma in images of skin lesions.
- Deep Learning Image Classification Competition
- Keywords(Kaggle Competition, Classification, Stacking, Ensembling, Transfer Learning)
Heroku Flaks Deeplearning Model Deploy [Link for the complete project repository]
- WebApp using Flask with Google Colab of MNIST model Deploy
- check here https://mnistwebapp.herokuapp.com/
- Keywords(Flask, Heroku, tensorflow, model-deploy)
Speech to text Heroku-webapp [Link for the complete project repository]
- WebApp using Flask with SpeechRecognition library.
- check here https://speech-to-text1.herokuapp.com/
- Keywords(Flask, Heroku, SpeechRecognition, Recorderjs)
Nifty Indices Timeseries Forecast
- Nifty-50 Closing Price Forecasting [link]
- Using LSTM and SARIMAXA model
- Keywords(Timeseries, EDA, LSTM, SARIMAXA)
Variational-Autoencoder [Link for the complete project repository]
- Variational-Autoencoder Convolutional on Mnist Data [link]
- Remove Gaussian noise [link]
- Keywords(Variational Autoencoder, CNN, Encoded Dimension, Latent space, Mnist)
Zomato India Analysis
- Zomato India dataset - EDA [link]
- This Zomato exploratory data analysis is for the foodies to find best restaurants, value for money restaurants in their locality. It also helps to find their required cuisines in their locality.
- Keywords(Seaborn, Data-visualization, EDA, Datacleaning)
GitHub Analysis 2020 [Link for the complete project repository]
- GitHub Repositories Analysis 2020 EDA [link]
- I have Scraped top stared repositories from GitHub with different topics. [link]
- Keywords(Web-scraping, Ploty, BeautifulSoup, Data-visualization, Datacleaning)
Plant Pathology 2020
- Plant-Pathology Resnet50 Xception Inceptionv3 [link]
- The Plant Pathology 2020 challenge dataset to classify foliar disease of apples
- Keywords(Transfer Learning, Resnet50, Xception, Inceptionv3, Deep-Learning, Image Classification, CNN)
Apple VS Pear Classifier
- Using FastAI Apple VS Pear Classifier [link]
- Keywords(FastAI, Image Classification, WebScraping)
Insurance Forecast
- Using Medical Cost Personal Datasets, Insurance Forecast by using Regression [link]
- Keywords(EDA, Ridge Regression, Lasso Regression, Elastic Regression, Linear Regression, Polynomial Regression)
Fashion Minist
- Using tensorflow Classification on Fashion Minist Data [link]
- Keywords(EDA, CNN, Deep-Learning, tensorflow, Classification)
Data Visualization
- Data Visulisation with Seaborn [link]
- Data Visulisation with Matplotlib [link]
- Keywords(EDA, Data Visualization, seaborn, matplotlib)
Courses:
Deep Learning Specialization(deeplearning.ai) [Specialization home page] [Certificate]
- Neural Networks and Deep Learning [Course home page] [Certificate]
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization [Course home page] [Certificate]
- Structuring Machine Learning Projects [Course home page] [Certificate]
- Convolutional Neural Networks [Course home page] [Certificate]
- Sequence Models [Course home page] [Certificate]
Datacamp Time Series SKILL TRACK [Specialization home page] [Certificate]
- Time Series Analysis in Python [Course home page] [Certificate]
- Manipulating Time Series Data in Python [Course home page] [Certificate]
- Visualizing Time Series Data in Python [Course home page] [Certificate]
- ARIMA Models in Python [Course home page] [Certificate]
- Machine Learning for Time Series Data in Python [Course home page] [Certificate]
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