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Jakub Czakon

Senior Data Scientist interested in all-things machine learning, blogging about machine learning on https://neptune.ai/blog

Warsaw Joined on Dec 20, 2019 https://neptune.ai

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Senior Data Scientist at https://neptune.ai

Cover image for Text Classification: All Tips and Tricks from 5 Kaggle Competitions

May 29 '20

Text Classification: All Tips and Tricks from 5 Kaggle Competitions

#machinelearning #python #datascience

10 min read

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Cover image for 6 GAN Architectures You Really Should Know

May 25 '20

6 GAN Architectures You Really Should Know

#machinelearning #python #datascience

15 min read

Cover image for Image Segmentation: Tips and Tricks from 39 Kaggle Competitions

May 19 '20

Image Segmentation: Tips and Tricks from 39 Kaggle Competitions

#machinelearning #python #datascience

15 min read

Cover image for Image segmentation in 2020: Architectures, Losses, Datasets, and Frameworks

May 11 '20

Image segmentation in 2020: Architectures, Losses, Datasets, and Frameworks

#machinelearning #python #datascience

7 min read

Cover image for Document Classification: 7 pragmatic approaches for small datasets

Apr 30 '20

Document Classification: 7 pragmatic approaches for small datasets

#machinelearning #datascience #python

12 min read

Cover image for 8 Creators and Core Contributors Talk About Their Model Training Libraries From PyTorch Ecosystem

Apr 21 '20

8 Creators and Core Contributors Talk About Their Model Training Libraries From PyTorch Ecosystem

#machinelearning #python #datascience

42 min read

Cover image for Keras Metrics: Everything You Need To Know

Apr 13 '20

Keras Metrics: Everything You Need To Know

#machinelearning #datascience #tutorial

12 min read

Cover image for How to Do Hyperparameter Tuning on Any Python Script in 3 Easy Steps

Mar 25 '20

How to Do Hyperparameter Tuning on Any Python Script in 3 Easy Steps

4 min read

Cover image for Exploratory Data Analysis for Natural Language Processing: A Complete Guide to Python Tools

Mar 23 '20

Exploratory Data Analysis for Natural Language Processing: A Complete Guide to Python Tools

#machinelearning #python #exploratorydataanalysis #naturallanguageprocessing

20 min read

Cover image for Optuna vs Hyperopt: Which Hyperparameter Optimization Library Should You Choose?

Jan 13 '20

Optuna vs Hyperopt: Which Hyperparameter Optimization Library Should You Choose?

#machinelearning #python #hyperparameteroptimization

21 min read

Cover image for 24 Evaluation Metrics for Binary Classification (And When to Use Them)

Dec 20 '19

24 Evaluation Metrics for Binary Classification (And When to Use Them)

#machinelearning #python

28 min read

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