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[ CourseWikia.com ] AI And The Future Of Work - Workflows And Modern Tools For Tech Leaders
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“Putting machine learning into production" has a very different definition in 2023 than it did in 2013. The scope of what is possible to achieve with ML has increased significantly, and the associated challenges have grown proportionally. To effectively lead a data science team, you need to understand what you can feasibly expect them to achieve given the current state of ML, what challenges they will inevitably face, and how to navigate the modern ML ecosystem to provide them with support. In this course, instructor Kristen Kehrer teaches you all three. Learn how to streamline AI workflows with modern tools, manage AI projects and teams, collaborate with technical experts. Plus, develop future-proof leadership skills and keep abreast of the latest advancements, trends, and best practices
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Welcome.mp4
3.3 MB
~Get Your Files Here !/01 - Introduction/01 - Welcome.srt
1.2 KB
~Get Your Files Here !/01 - Introduction/02 - Why is this important.mp4
9.7 MB
~Get Your Files Here !/01 - Introduction/02 - Why is this important.srt
5.4 KB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/01 - Data versioning and management.mp4
12.8 MB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/01 - Data versioning and management.srt
7.1 KB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/02 - Experiment tracking and management.mp4
14 MB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/02 - Experiment tracking and management.srt
7.6 KB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/03 - Model monitoring and performance evaluation.mp4
9.6 MB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/03 - Model monitoring and performance evaluation.srt
4.8 KB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/04 - AutoML.mp4
6.6 MB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/04 - AutoML.srt
3.5 KB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/05 - Automated pipelines.mp4
7.1 MB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/05 - Automated pipelines.srt
4.3 KB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/06 - Explainability and interpretability of models.mp4
13 MB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/06 - Explainability and interpretability of models.srt
7.8 KB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/07 - Model deployment and serving.mp4
14.4 MB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/07 - Model deployment and serving.srt
7.6 KB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/08 - Tools for working with LLMs.mp4
7.1 MB
~Get Your Files Here !/02 - 1. Streamlining AI Workflows with Modern Tools/08 - Tools for working with LLMs.srt
4.6 KB
~Get Your Files Here !/03 - 2. Developing Future-Ready AI Skills/01 - Assessing and upskilling existing teams.mp4
14.6 MB
~Get Your Files Here !/03 - 2. Developing Future-Ready AI Skills/01 - Assessing and upskilling existing teams.srt
7.4 KB
~Get Your Files Here !/03 - 2. Developing Future-Ready AI Skills/02 - Navigating the hybrid skill set landscape.mp4
13.8 MB
~Get Your Files Here !/03 - 2. Developing Future-Ready AI Skills/02 - Navigating the hybrid skill set landscape.srt
6.9 KB
~Get Your Files Here !/03 - 2. Developing Future-Ready AI Skills/03 - Creating an environment for experimentation.mp4
13.6 MB
~Get Your Files Here !/03 - 2. Developing Future-Ready AI Skills/03 - Creating an environment for experimentation.srt
6.9 KB
~Get Your Files Here !/03 - 2. Developing Future-Ready AI Skills/04 - Emerging trends in how you build AI.mp4
15.1 MB
~Get Your Files Here !/03 - 2. Developing Future-Ready AI Skills/04 - Emerging trends in how you build AI.srt
6.7 KB
~Get Your Files Here !/03 - 2. Developing Future-Ready AI Skills/05 - Challenges and opportunities for organizations.mp4
11.3 MB
~Get Your Files Here !/03 - 2. Developing Future-Ready AI Skills/05 - Challenges and opportunities for organizations.srt
5.5 KB
~Get Your Files Here !/04 - Conclusion/01 - Recap of key takeaways.mp4
6.5 MB
~Get Your Files Here !/04 - Conclusion/01 - Recap of key takeaways.srt
4.1 KB
~Get Your Files Here !/04 - Conclusion/02 - Actionable insights for implementing best practices.mp4
8.9 MB
~Get Your Files Here !/04 - Conclusion/02 - Actionable insights for implementing best practices.srt
4.6 KB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Ex_Files_AI_and_Future_of_Work/Exercise Files/Creating an Environment for Experimentation.pdf
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