Row 42637
Content Data
This page contains data entry 42637 from the Axioma AXP content repository. The structured data below represents the complete record for this entry.
Our team just deployed our first ML solution. We have several people with DS/ML certificates, and have done ML in side projects and hackathons, but no one has a degree in stats or math or DS and no one's ever done ML professionally. We regularly consulted multiple DS / ML experts, but never had a dedicated DS on our team. It cost us \~$400K to implement, is expected to save $50K a year, and have operational costs of $20K a year.
​
It seems like pursuing this wasn't worth it. Was this a miscalculation on our part? What's the success rate of the projects you work on? How much do you cost the company vs how much money do you generate (or save)?
​
| Field | Value |
|---|---|
| text | Our team just deployed our first ML solution. We have several people with DS/ML certificates, and have done ML in side projects and hackathons, but no one has a degree in stats or math or DS and no one's ever done ML professionally. We regularly consulted multiple DS / ML experts, but never had a dedicated DS on our team. It cost us \~$400K to implement, is expected to save $50K a year, and have operational costs of $20K a year. ​ It seems like pursuing this wasn't worth it. Was this a … |
| label | r/machinelearning |
| dataType | post |
| communityName | r/MachineLearning |
| datetime | 2024-05-22 |
| username_encoded | Z0FBQUFBQm5Lak1OT1MzV2FhZGJLOEF2d3pfcjJIdnlzdXFTYmt5djlOSVZPT2xNQ2I2dWhQT0ZNUmUzSmVRVDUtNnpCVkhld2QyN0JGVXI0cnlsUEpDcjA5UGNScTlTOWc9PQ== |
| url_encoded | Z0FBQUFBQm5Lak9kX0xTcllHZHRpc2R2LVB5VDVGbXJabGNtUG1Ha3VyM2xVRG1LaTVWdzR0blZvbWpHX2FsYnRYLTRNeGFlUmh0cnI1ai1XbmRQZGNkRHhBLTE3WlZwd3g1MkVyYUllaEpJYnRCVkp5WktaM1dLR0R3NXBSbnZFdGVKeEhVS3hOb2phVjY0c3kyM0l3d2JZdm1paXZTeWQ4UVZfRnhyU2V0SC1CYVBiUFpDVlg1SktEbXE4MklkaGZ6VEFhejc3TDVy |
Raw Record
{
"text": "Our team just deployed our first ML solution. We have several people with DS/ML certificates, and have done ML in side projects and hackathons, but no one has a degree in stats or math or DS and no one's ever done ML professionally. We regularly consulted multiple DS / ML experts, but never had a dedicated DS on our team. It cost us \\~$400K to implement, is expected to save $50K a year, and have operational costs of $20K a year.\n\n​\n\nIt seems like pursuing this wasn't worth it. Was this a miscalculation on our part? What's the success rate of the projects you work on? How much do you cost the company vs how much money do you generate (or save)?\n\n​",
"label": "r/machinelearning",
"dataType": "post",
"communityName": "r/MachineLearning",
"datetime": "2024-05-22",
"username_encoded": "Z0FBQUFBQm5Lak1OT1MzV2FhZGJLOEF2d3pfcjJIdnlzdXFTYmt5djlOSVZPT2xNQ2I2dWhQT0ZNUmUzSmVRVDUtNnpCVkhld2QyN0JGVXI0cnlsUEpDcjA5UGNScTlTOWc9PQ==",
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}
Entry Information
- Entry ID: 42637
- Repository: Axioma AXP
- Dataset: arrmlet/reddit_dataset_36
- Total Entries: 100,000