Blog
Welcome to my blog. Here, I write about technical challenges and ‘hacks’ mostly related to machine-learning, algorithms, data pipelines, web-development and Python language in general. Hope you find them useful in your work. Either way, let me know. Things can alwyas be improved.
Content:
python machine-learning data
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How to handle autoregressive model over multiple time series?
python etl
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Convenient scheduler in python
numpy python data-science
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How to write better scientific code in Python?
pandas sql python data-science
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Aggregations on time-series data with Pandas
algorithms python data-science
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Decision Tree - Implemented from scratch
sql python pandas
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Why using SQL before using Pandas?
python jupyter colaboratory
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Run Jupyter Lab on Google Colaboratory
python math keras
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Multi-Layer Perceptron & Backpropagation - Implemented from scratch
python math
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The Maw of Chaos - why time forecasting is so challenging?
algorithms python math monte carlo
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Is Financial Independence a product of fortune?
algorithms python numpy scipy sklearn tensorflow math
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Polynomial Regression - which python package to use?
algorithms python scipy math
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Financial Independence - simulating ODEs with python
algorithms python data-science story
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Hidden Markov Model - A story of the morning insanity
algorithms python data-science
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Hidden Markov Model - Implemented from scratch
algorithms python data-science
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Weighted K-Means Clustering example - artificial countries
python algorithms machine-learning
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Restoring intuition over multi-dimensional space
python algorithms machine-learning
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Surviving zombie apocalypse with random search algorithm
python numpy
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Training on batch: how do you split the data?
python mathematics
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Using dunder methods to refine your data model
google colaboratory github workflow
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Colaboratory + Drive + Github -> the workflow made simpler
algorithms python data-science
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Top three mistakes with K-Means Clustering during data analysis
numpy pandas
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Performance of numpy and pandas - comparison
django
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AJAX calls in Django 2.2
pandas python analytics
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Categorical sequences with Pandas for household expense control
pip-package azure
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Hosting private pip packages using Azure Artifacts
google colaboratory
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Interacting with custom libraries in Google Colaboratory
python
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Python and Fuzzy Front End
django, celery
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Celery-Inception: Tasks Inside Tasks
django
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Dynamic Forms In Django
django, celery
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Django and Celery - demo application, part III: deployment.
django, celery
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Django and Celery - demo application, part II: expanding.
django, celery
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Django and Celery - demo application, part I: building.
keras, tensorflow, scikit
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Porting trained models using different machine-learning frameworks.
matlab, python
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From Matlab towards Python
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