Master Data Science Problem-Solving: CRISP-DM Pro Guide
Focused View
1:25:10
01 - Welcome.mp4
00:51
02 - Intended Audience.mp4
01:20
01 - Looking at the project from the sponsors point of view.mp4
03:45
02 - Reading the project description critically.mp4
03:48
03 - Preparing for the first meeting as an internal resource.mp4
02:59
04 - Preparing for the first meeting as an external resource.mp4
02:36
01 - What to expect in the initial meeting.mp4
03:18
02 - Inference vs. prediction.mp4
06:11
03 - Prediction vs. forecasting.mp4
04:31
04 - Avoiding confusion with other analytic project types.mp4
03:13
05 - Diving deeper into predictive analytics.mp4
01:38
06 - Identifying ROI.mp4
02:38
07 - Some questions that always apply.mp4
01:10
01 - Business understanding phase overview.mp4
02:28
02 - The four tasks.mp4
02:52
03 - Advice on how much detail to share.mp4
01:48
01 - Pre-meeting requests and preparation.mp4
03:30
02 - Ensuring that you leave with the critical info.mp4
05:17
03 - The provenance of the data.mp4
02:34
04 - Leveraging IT experience and expertise.mp4
02:53
01 - Leave these interviews for last.mp4
01:52
02 - Assessing culture.mp4
02:54
03 - Focusing on inclusion, not exclusion.mp4
02:11
01 - Metadata vs. data.mp4
02:04
02 - Estimates of accuracy.mp4
02:54
03 - Beware too much prototyping.mp4
03:39
01 - Documentation advice.mp4
04:03
02 - A simple visuatlization for setting priorities.mp4
01:38
03 - Striking the optimal amount of detail.mp4
03:11
01 - Whats next in problem identification and solution design for data scientists.mp4
01:24
More details
Course Overview
This course equips data scientists with essential skills to bridge the gap between technical analysis and business needs. Learn to translate business problems into data solutions using CRISP-DM methodology while effectively communicating with stakeholders at all levels.
What You'll Learn
- Translate business needs into technical requirements
- Apply CRISP-DM methodology effectively
- Conduct structured interviews with project stakeholders
Who This Is For
- Aspiring data professionals
- Data scientists transitioning to business-facing roles
- Analysts seeking better stakeholder communication skills
Key Benefits
- Master bilingual communication for technical and business audiences
- Learn to identify and prioritize high-ROI projects
- Gain practical frameworks for initial project meetings
Curriculum Highlights
- Understanding business perspectives
- CRISP-DM business understanding phase
- Effective stakeholder interviews
Focused display
Category
- language english
- Training sessions 30
- duration 1:25:10
- English subtitles has
- Release Date 2025/06/02
