| Category | Channel |
|---|---|
| Data Science | StatQuest |
| Data Science | Sentdex |
| Programming | Caleb Curry |
| System Design | ByteByteGo |
| Algorithms | Gaurav Sen |
| Data Science | Nicholas Renotte |
| Data Science | Thu Vu data analytics |
| Data Science | Normalized Nerd |
| Statistics | BrandonFoltz |
| New Technologies | Brillibits |
| New Technologies | Two Minute Papers |
| Math | 3Blue1Brown |
| Category | Title |
|---|---|
| Data Science | Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow – (2019, Aurelien Geron) |
| Data Science | The Hundred-Page Machine Learning Book – (2019, Andriy Burkov) |
| Data Science Theory | Probabilistic Machine Learning: An Introduction – (2022, Kevin Murphy) |
| Data Science | Approaching (Almost) Any Machine Learning Problem – (2020, Abhishek Thakur) |
| Visualization | Storytelling with Data – (2015, Cole Nussbaumer Knaflic) |
| Statistics | Naked Statistics: Stripping the Dread from the Data – (2014, Charles Wheelan) |
| Data Science | The Master Algorithm: How the Quest for the Ultimate Learning Machine will Remake |
| Category | Title |
|---|---|
| Data Science | https://paperswithcode.com |
| Category | Name | Description |
|---|---|---|
| Relational Databases | nocodb | Spreadsheet interface for databases. |
| Relational Databases | data-diff | Detect differences in values between any two database tables. |
| ETL | airbyte | Syncs data from APIs & databases to data warehouses and lakes. |
| ETL | dbt | Testing and deployment of the data transformation process in any database. |
| ETL | airflow | Schedule and orchestrate data pipelines or workflows. |
| Dashboards | streamlit | Create and share beautiful, custom web apps for machine learning and data science. |
| Postgres | pg_cron | Cronjobs directly from Postgres. |
| Dashboards | supersets | A modern, enterprise-ready business intelligence web application. |
| ETL Pipeline | mage_ai | One solution for Extract, Transform, Load. |
| Dashboards | metabase | SQL based business intelligence web application. |
| Hyperparameter Optimization | optuna | Hyperparameter optimization. |
Hi, I am Jason.
Passionate about automating pipelines, collecting web data and using data science to solve real-world problems.