minesh1291 / free-programming-books Goto Github PK

This is Minesh,

• 🔭 I’m currently working on ...

  • Time Series Sequence Modeling for IoT sensor monitoring

• Previous experiance as ...

  • Researcher at Ben Gurion University, Israel.
  • Co-Founder of DiSCo - Data Science Community at Ben-Gurion University, Israel
  • Researcher at International Centre for Genetic Engineering and Biotechnology
  • M.Sc. Computational Biology
  • B.Sc. Computational Biology

• 💬 Ask me about ...

  • Data Science, Machine Learning, Deep Learning
  • Signal Processing, Computer Vision, NLP
  • Anomaly Detection, Data Augmentation, Data Distillation, Model Distillation
  • Recommendation System, Supply Chain, Predictive Maintenance, Dynamic Pricing
  • Quant Research, Agile Data Science, Knowledge Managment and Retrieval

• 📫 How to reach me: ... write me on LinkedIn, Codementor , Patreon

• My Data Science profile: ... Kaggle

• 🧾 Promo: Machine Learning Community

Notebooks:

Time Series Domain: Time Series Anomaly Detection Using RNN Autoencoder ECG Classification using WaveNet Blocks Weather Forecasting with Lasso GridCV Time Series Forecasting with LSTM for Univariate & Multivariate Power Grid Stability with Deep Learning Bird Sound Identification Using CNN in Keras Time Series Feature Extraction with seq2seq Autoencoder Time Series Forecasting with Graph Convolution Sleep Sound Monitoring & Snoring Detection
NLP & Computer Vision, Etc.. NLP Multi Labeled Text Classification LSTM Conv Fake News Classification using NLP, CNN and XGBoost stack Recommendation System Using Matrix Factorization Image Segmentation Using UNet
Reinforcement Learning, Operation Research, Optimal Control, Etc.. Halite-3 (2018)
Search Engine and Knowledge Management Topic Graph
DevOps Executing Notebook as GCP train job	Parameter Optimization Determine number of PCA components Determine eps for DBSCAN clustering