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[UdemyCourseDownloader] Machine Learning and AI Foundations Predictive Modeling Strategy at Scale
- Date: 2025-06-10
- Size: 164 MB
- Files: 64
File Name
Size
29 - What is model monitoring.mp4
11 MB
01 - Scaling machine learning initiatives.mp4
6.2 MB
02 - Defining terms.en.srt
3.1 kB
02 - Defining terms.mp4
3.5 MB
03 - Data and supervised machine learning.en.srt
3.6 kB
03 - Data and supervised machine learning.mp4
3.7 MB
04 - The nine big data bottlenecks.en.srt
6.4 kB
04 - The nine big data bottlenecks.mp4
5.9 MB
05 - The stages of predictive analytics data.en.srt
5.1 kB
05 - The stages of predictive analytics data.mp4
6.6 MB
06 - Why you might have too little data.en.srt
2.9 kB
06 - Why you might have too little data.mp4
2.8 MB
07 - How much data do I need.en.srt
3.7 kB
07 - How much data do I need.mp4
3.8 MB
08 - Balancing.en.srt
3.3 kB
08 - Balancing.mp4
3.2 MB
09 - Who truly has big data.en.srt
5.9 kB
09 - Who truly has big data.mp4
6.4 MB
10 - Assessing data.en.srt
5.9 kB
10 - Assessing data.mp4
8.9 MB
11 - Selecting Data that should be left out.en.srt
3.6 kB
11 - Selecting Data that should be left out.mp4
3.5 MB
12 - Seasonality and time alignment.en.srt
7.0 kB
12 - Seasonality and time alignment.mp4
6.9 MB
13 - Data and the data scientist.en.srt
4.7 kB
13 - Data and the data scientist.mp4
7.9 MB
14 - Aggregate and restructure.en.srt
3.4 kB
14 - Aggregate and restructure.mp4
3.4 MB
15 - Dummy coding.en.srt
3.7 kB
15 - Dummy coding.mp4
3.1 MB
16 - Feature engineering.en.srt
5.0 kB
16 - Feature engineering.mp4
4.2 MB
17 - Understanding the modeling process.en.srt
5.3 kB
17 - Understanding the modeling process.mp4
4.7 MB
18 - Slow algorithms Brute force.en.srt
3.2 kB
18 - Slow algorithms Brute force.mp4
2.9 MB
19 - Slow algorithms More calculations.en.srt
2.8 kB
19 - Slow algorithms More calculations.mp4
3.0 MB
20 - Slow algorithms More models.en.srt
4.0 kB
20 - Slow algorithms More models.mp4
3.7 MB
21 - How to sample properly.en.srt
4.3 kB
21 - How to sample properly.mp4
4.2 MB
22 - Modeling with missing data.en.srt
6.0 kB
22 - Modeling with missing data.mp4
8.3 MB
23 - Scoring traditional ML models.en.srt
5.0 kB
23 - Scoring traditional ML models.mp4
4.8 MB
24 - Scoring a black box model.en.srt
5.1 kB
24 - Scoring a black box model.mp4
8.0 MB
25 - Scoring an ensemble.en.srt
3.1 kB
25 - Scoring an ensemble.mp4
4.4 MB
26 - Batch vs. real-time scoring.en.srt
7.9 kB
26 - Batch vs. real-time scoring.mp4
9.5 MB
27 - Data prep and scoring.en.srt
5.4 kB
27 - Data prep and scoring.mp4
4.7 MB
28 - Combining batch and real-time scoring.en.srt
2.9 kB
28 - Combining batch and real-time scoring.mp4
3.8 MB
29 - What is model monitoring.en.srt
7.4 kB
01 - Scaling machine learning initiatives.en.srt
2.9 kB
30 - How often should you rebuild.en.srt
7.0 kB
30 - How often should you rebuild.mp4
8.9 MB
31 - Next steps.en.srt
1.6 kB
31 - Next steps.mp4
1.7 MB
Udemy Course downloader.txt
94 B
udemycoursedownloader.com.url
132 B