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1 |
| -### readings |
| 1 | +### Reading |
2 | 2 | - [Machine Learning: The High Interest Credit Card of Technical Debt](https://ai.google/research/pubs/pub43146)
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3 | 3 | - [The Care & Feeding of Data Scientists](https://oreilly-ds-report.s3.amazonaws.com/Care_and_Feeding_of_Data_Scientists.pdf)
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4 | 4 | - [Designing Data-Intensive Applications](https://www.amazon.com/Designing-Data-Intensive-Applications-Reliable-Maintainable/dp/1449373321)
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17 | 17 | - databricks delta
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18 | 18 | - https://www.dremio.com/
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19 | 19 |
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20 |
| -### change data capture / streaming |
| 20 | +### Change data capture / streaming |
21 | 21 | - https://www.attunity.com/
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22 | 22 | - https://streamsets.com/
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23 | 23 | - https://github.com/debezium/debezium
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32 | 32 | - https://zeppelin.apache.org/
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33 | 33 | - https://github.com/ironmussa/Optimus
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34 | 34 |
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35 |
| -### labeling |
| 35 | +### Labeling |
36 | 36 | - https://www.snorkel.org/
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37 | 37 | - https://www.figure-eight.com/
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38 | 38 | - https://scale.ai
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39 | 39 | - https://www.labelbox.com
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40 | 40 |
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41 |
| -### Orchistration |
| 41 | +### Orchestration |
42 | 42 | - airflow
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43 | 43 | - luigi
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44 | 44 | - oozie
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45 | 45 | - https://github.com/dagster-io/dagster
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46 | 46 | - https://github.com/PrefectHQ/prefect
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47 | 47 | - https://www.getdbt.com/product/
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48 | 48 |
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49 |
| -### dataflow/transformation managers |
| 49 | +### Dataflow/transformation managers |
50 | 50 | - streamset
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51 | 51 | - nifi
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52 | 52 |
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53 |
| -### notebook management |
| 53 | +### Notebook management |
54 | 54 | - https://github.com/nteract/papermill
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55 | 55 |
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56 |
| -### solutions |
| 56 | +### Solutions |
57 | 57 | - snowplow
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58 | 58 | - https://www.prefect.io/
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59 | 59 | - https://www.ascend.io/
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60 | 60 | - https://www.datmo.com/
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61 | 61 | - TFX-OSS
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62 | 62 |
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63 |
| -### a/b testing |
| 63 | +### A/B testing |
64 | 64 | - https://www.optimizely.com/
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65 | 65 | - https://github.com/YahooArchive/mendel
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66 | 66 |
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67 |
| -### behavioral analytics |
| 67 | +### Behavioral analytics |
68 | 68 | - https://www.fullstory.com/
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69 | 69 | - https://www.hotjar.com/
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70 | 70 |
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71 |
| -### feature flagging |
| 71 | +### Feature flagging |
72 | 72 | - https://launchdarkly.com/
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73 | 73 | - https://www.split.io/
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74 | 74 | - https://github.com/checkr/flagr
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75 | 75 |
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76 |
| -### catalogue |
| 76 | +### Catalogue |
77 | 77 | - https://github.com/airbnb/knowledge-repo
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78 | 78 | - https://github.com/lyft/amundsen
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79 | 79 |
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82 | 82 | - looker
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83 | 83 | - periscope
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84 | 84 |
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85 |
| -### sales analytics |
| 85 | +### Sales analytics |
86 | 86 | - https://www.chorus.ai/
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87 | 87 | - https://www.gong.io/
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88 | 88 |
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89 |
| -### neat utils |
| 89 | +### Neat utils |
90 | 90 | - query CSVs w/ SQL: [cq](https://github.com/jolmg/cq)
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