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[UdemyCourseDownloader] Machine Learning and AI Foundations Predictive Modeling Strategy at Scale
magnet:?xt=urn:btih:fa243f5243c3c87ace6875365dd884a44d3f5d6c&dn=[UdemyCourseDownloader] Machine Learning and AI Foundations Predictive Modeling Strategy at Scale
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文件列表详情
fa243f5243c3c87ace6875365dd884a44d3f5d6c
infohash:
31
文件数量
163.85 MB
文件大小
2018-12-31 10:09
创建日期
2024-10-2 05:31
最后访问
相关分词
UdemyCourseDownloader
Machine
Learning
and
AI
Foundations
Predictive
Modeling
Strategy
at
Scale
29 - What is model monitoring.mp4 11.12 MB
01 - Scaling machine learning initiatives.mp4 6.18 MB
02 - Defining terms.mp4 3.46 MB
03 - Data and supervised machine learning.mp4 3.72 MB
04 - The nine big data bottlenecks.mp4 5.86 MB
05 - The stages of predictive analytics data.mp4 6.6 MB
06 - Why you might have too little data.mp4 2.78 MB
07 - How much data do I need.mp4 3.76 MB
08 - Balancing.mp4 3.22 MB
09 - Who truly has big data.mp4 6.38 MB
10 - Assessing data.mp4 8.89 MB
11 - Selecting Data that should be left out.mp4 3.49 MB
12 - Seasonality and time alignment.mp4 6.93 MB
13 - Data and the data scientist.mp4 7.92 MB
14 - Aggregate and restructure.mp4 3.42 MB
15 - Dummy coding.mp4 3.1 MB
16 - Feature engineering.mp4 4.21 MB
17 - Understanding the modeling process.mp4 4.68 MB
18 - Slow algorithms Brute force.mp4 2.91 MB
19 - Slow algorithms More calculations.mp4 3.03 MB
20 - Slow algorithms More models.mp4 3.65 MB
21 - How to sample properly.mp4 4.19 MB
22 - Modeling with missing data.mp4 8.33 MB
23 - Scoring traditional ML models.mp4 4.84 MB
24 - Scoring a black box model.mp4 7.99 MB
25 - Scoring an ensemble.mp4 4.44 MB
26 - Batch vs. real-time scoring.mp4 9.51 MB
27 - Data prep and scoring.mp4 4.74 MB
28 - Combining batch and real-time scoring.mp4 3.84 MB
30 - How often should you rebuild.mp4 8.95 MB
31 - Next steps.mp4 1.71 MB
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