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Fundamental theory and practice in Data Science (DS).
🧮 data analysis AI ML DL machine lear... deep learning data science data-enginee... artificial i... data-science data preproc... Python C C++ NumPy pandas mathematics Algorithm algorithms Data Enginee... big data scipy scikit-learn xgboost lightgbm catboost TensorFlow keras PyTorch matplotlib seaborn plotly nltk opencv dask linear-algebra calculus probability statistics Discrete Mat... RUpdated -
Practical tasks on Deep Learning (DL) and Neural Networks (NN).
🤖 Python machine lear... deep learning NumPy matplotlib pandas AI mathematics computer vision natural lang... speech proce... PyTorch scikit-learn artificial i... ML DL big data data analysis scipy keras TensorFlow seaborn plotly nltk opencv dask Deep Nerual ... programming openml google colab google colla... google drive computer sci... CSV API python3 jupyter jupyter note... Anaconda Bash shell LaTeX MarkdownUpdated -
"Cloud container data analytics, statistical modeling, and machine learning on distributed databases". "A free opensource alternative to SPSS, SAS, MATLAB, PowerBI, Tableau and Alteryx". Runs on Linux, Windows, MacOS, and in the cloud via containers.
LaTeX statistics sas spss matlab Python R spark cloud gcp Oracle azure Amazon Web S... Kubernetes containers Docker ML machine lear... regression clustering TiDB Yugabyte MySQL MariaDB SQL sparkr pyspark RStudio - KNIME Anal... Apache Spark... PyTorch MXNet Chainer keras gluon Scikit-learn... ONNX MLOps - Anac... NumPy Ipython) StatsModels pytest dask Koalas API -... Tornado - Py... Altair Bokeh Jupyter Voila Plotly/Dash matplotlib Seaborn - C#... SASPy - R: T... ggplot2 shiny dash Sparklyr BlueSky Stat... Jamovi - Int... vs code Vim - Tableau TabPy Tableau Buil... Python) - PL... SQL Developer PostgreSQL MySQL/MariaDB pgAdmin4 dbeaver MySQL Workbench Spark SQL Delta Lake Angular 2+ React .NET Core JavaScript (JS) Typescript (TS) Blazor Razor html5 CSS3 AWS EC2 Servers docker-compose podman Red Hat Ente... Oracle Linux fedora centos Ubuntu (WSL 2) debian Kestrel nginx Apache web s... jira Git Gitlab CI/CD... Code Climate... Ansible helm Terraform Cloudera Dat... nifi blender godot MS OfficeUpdated
