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[ CourseWikia.com ] Linkedin - Data Science Team Lifecycle Management
TORRENT SUMMARY
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Data scientists and engineers are some of the most sought-after roles in today’s job market. But many managers lack the complete set of skills required to recruit and retain key talent effectively. In this course, Stanford instructor and curriculum director Angel Evan offers a comprehensive overview of how to develop and manage diverse and inclusive data science and engineering teams.
Explore strategies for recruitment, retention, career advancement, professional development, and more. Find out whether you’d like to pursue a career path as an individual contributor or a manager. From building mentorship and teaching skills to aligning personal goals with business goals, by the end of this course, you’ll be better equipped to navigate the three main stages of the employee lifecycle: recruiting, development, and retention.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - How to recruit, develop, and retain data scientists.mp4
25 MB
~Get Your Files Here !/01 - Introduction/01 - How to recruit, develop, and retain data scientists.srt
2.5 KB
~Get Your Files Here !/02 - 1. Start with Business Goals/01 - How to determine the need for data scientists.mp4
8.5 MB
~Get Your Files Here !/02 - 1. Start with Business Goals/01 - How to determine the need for data scientists.srt
5.6 KB
~Get Your Files Here !/02 - 1. Start with Business Goals/02 - Practical examples of the types of projects data scientists work on.mp4
8.5 MB
~Get Your Files Here !/02 - 1. Start with Business Goals/02 - Practical examples of the types of projects data scientists work on.srt
5.4 KB
~Get Your Files Here !/02 - 1. Start with Business Goals/03 - How to justify increasing the headcount for your company.mp4
6.7 MB
~Get Your Files Here !/02 - 1. Start with Business Goals/03 - How to justify increasing the headcount for your company.srt
5.7 KB
~Get Your Files Here !/03 - 2. Recruiting/01 - How to determine what level of data scientist you need and how many.mp4
7 MB
~Get Your Files Here !/03 - 2. Recruiting/01 - How to determine what level of data scientist you need and how many.srt
5.6 KB
~Get Your Files Here !/03 - 2. Recruiting/02 - What are the skills to prioritize when hiring data scientists.mp4
8 MB
~Get Your Files Here !/03 - 2. Recruiting/02 - What are the skills to prioritize when hiring data scientists.srt
6.1 KB
~Get Your Files Here !/03 - 2. Recruiting/03 - Recruit with DEI in mind.mp4
7 MB
~Get Your Files Here !/03 - 2. Recruiting/03 - Recruit with DEI in mind.srt
5 KB
~Get Your Files Here !/03 - 2. Recruiting/04 - How to craft a job description that resonates.mp4
8.3 MB
~Get Your Files Here !/03 - 2. Recruiting/04 - How to craft a job description that resonates.srt
5.9 KB
~Get Your Files Here !/03 - 2. Recruiting/05 - How to create a more robust and efficient interview process.mp4
8.4 MB
~Get Your Files Here !/03 - 2. Recruiting/05 - How to create a more robust and efficient interview process.srt
5.7 KB
~Get Your Files Here !/03 - 2. Recruiting/06 - How to decide on hiring vs. using automation software.mp4
9.1 MB
~Get Your Files Here !/03 - 2. Recruiting/06 - How to decide on hiring vs. using automation software.srt
5.9 KB
~Get Your Files Here !/04 - 3. Onboarding/01 - How to onboard new employees.mp4
8.7 MB
~Get Your Files Here !/04 - 3. Onboarding/01 - How to onboard new employees.srt
5.5 KB
~Get Your Files Here !/04 - 3. Onboarding/02 - How to announce a new employee hire.mp4
9.8 MB
~Get Your Files Here !/04 - 3. Onboarding/02 - How to announce a new employee hire.srt
5 KB
~Get Your Files Here !/04 - 3. Onboarding/03 - Get your hands dirty Which activities to focus on in the first 30 days.mp4
8 MB
~Get Your Files Here !/04 - 3. Onboarding/03 - Get your hands dirty Which activities to focus on in the first 30 days.srt
5.5 KB
~Get Your Files Here !/04 - 3. Onboarding/04 - How to create a skills rubric and assess skills.mp4
8.8 MB
~Get Your Files Here !/04 - 3. Onboarding/04 - How to create a skills rubric and assess skills.srt
5.5 KB
~Get Your Files Here !/04 - 3. Onboarding/05 - How to choose an onboarding model The surveyor vs. the understudy.mp4
7.7 MB
~Get Your Files Here !/04 - 3. Onboarding/05 - How to choose an onboarding model The surveyor vs. the understudy.srt
5.5 KB
~Get Your Files Here !/05 - 4. Day-To-Day Management/01 - How to choose a management model that works for you.mp4
8.3 MB
~Get Your Files Here !/05 - 4. Day-To-Day Management/01 - How to choose a management model that works for you.srt
6 KB
~Get Your Files Here !/05 - 4. Day-To-Day Management/02 - How to manage in-office workers vs. remote workers.mp4
10.4 MB
~Get Your Files Here !/05 - 4. Day-To-Day Management/02 - How to manage in-office workers vs. remote workers.srt
5.7 KB
~Get Your Files Here !/05 - 4. Day-To-Day Management/03 - Key principles for managing data scientists for a small company.mp4
7.2 MB
~Get Your Files Here !/05 - 4. Day-To-Day Management/03 - Key principles for managing data scientists for a small company.srt
5.1 KB
~Get Your Files Here !/05 - 4. Day-To-Day Management/04 - Key principles for managing data scientists for a mid-sized company.mp4
6.8 MB
~Get Your Files Here !/05 - 4. Day-To-Day Management/04 - Key principles for managing data scientists for a mid-sized company.srt
4.5 KB
~Get Your Files Here !/05 - 4. Day-To-Day Management/05 - Key principles for managing data scientists for a large company.mp4
8.7 MB
~Get Your Files Here !/05 - 4. Day-To-Day Management/05 - Key principles for managing data scientists for a large company.srt
5.3 KB
~Get Your Files Here !/05 - 4. Day-To-Day Management/06 - How to determine the appropriate processes to incorporate.mp4
8.3 MB
~Get Your Files Here !/05 - 4. Day-To-Day Management/06 - How to determine the appropriate processes to incorporate.srt
5.5 KB
~Get Your Files Here !/05 - 4. Day-To-Day Management/07 - How to avoid the PlayerCoach trap.mp4
10 MB
~Get Your Files Here !/05 - 4. Day-To-Day Management/07 - How to avoid the PlayerCoach trap.srt
5 KB
~Get Your Files Here !/05 - 4. Day-To-Day Management/08 - How to set priorities for the team A three-layer approach.mp4
8.8 MB
~Get Your Files Here !/05 - 4. Day-To-Day Management/08 - How to set priorities for the team A three-layer approach.srt
6.1 KB
~Get Your Files Here !/06 - 5. Career Pathing and Development/01 - Align an employee's personal goals to the goals of the business.mp4
8 MB
~Get Your Files Here !/06 - 5. Career Pathing and Development/01 - Align an employee's personal goals to the goals of the business.srt
5.1 KB
~Get Your Files Here !/06 - 5. Career Pathing and Development/02 - How to help data scientists improve soft skills and hard skills.mp4
8.5 MB
~Get Your Files Here !/06 - 5. Career Pathing and Development/02 - How to help data scientists improve soft skills and hard skills.srt
5.4 KB
~Get Your Files Here !/06 - 5. Career Pathing and Development/03 - How to determine when a data scientist should acquire more schooling.mp4
10.2 MB
~Get Your Files Here !/06 - 5. Career Pathing and Development/03 - How to determine when a data scientist should acquire more schooling.srt
5.9 KB
~Get Your Files Here !/06 - 5. Career Pathing and Development/04 - Develop an individual data scientist vs. the team as a whole.mp4
9.4 MB
~Get Your Files Here !/06 - 5. Career Pathing and Development/04 - Develop an individual data scientist vs. the team as a whole.srt
6 KB
~Get Your Files Here !/06 - 5. Career Pathing and Development/05 - When to move a data scientist into a different role.mp4
8.4 MB
~Get Your Files Here !/06 - 5. Career Pathing and Development/05 - When to move a data scientist into a different role.srt
5.4 KB
~Get Your Files Here !/07 - 6. Promotions/01 - How to create a pathway to promotion.mp4
8.4 MB
~Get Your Files Here !/07 - 6. Promotions/01 - How to create a pathway to promotion.srt
5.1 KB
~Get Your Files Here !/07 - 6. Promotions/02 - How to assess whether or not an employee deserves a promotion.mp4
7 MB
~Get Your Files Here !/07 - 6. Promotions/02 - How to assess whether or not an employee deserves a promotion.srt
5.4 KB
~Get Your Files Here !/07 - 6. Promotions/03 - How to communicate your plans to promote to the larger organization.mp4
6.6 MB
~Get Your Files Here !/07 - 6. Promotions/03 - How to communicate your plans to promote to the larger organization.srt
5.4 KB
~Get Your Files Here !/08 - 7. Retention/01 - How to prevent burnout.mp4
7.4 MB
~Get Your Files Here !/08 - 7. Retention/01 - How to prevent burnout.srt
5.3 KB
~Get Your Files Here !/08 - 7. Retention/02 - When to fight for an employee and when to let go.mp4
8.8 MB
~Get Your Files Here !/08 - 7. Retention/02 - When to fight for an employee and when to let go.srt
5.1 KB
~Get Your Files Here !/08 - 7. Retention/03 - Make space for new ideas.mp4
11.1 MB
~Get Your Files Here !/08 - 7. Retention/03 - Make space for new ideas.srt
6.5 KB
~Get Your Files Here !/08 - 7. Retention/04 - What to do when all else fails.mp4
7.5 MB
~Get Your Files Here !/08 - 7. Retention/04 - What to do when all else fails.srt
5.5 KB
~Get Your Files Here !/09 - 8. Mentoring vs. Teaching/01 - Mentorship and teaching.mp4
8.9 MB
~Get Your Files Here !/09 - 8. Mentoring vs. Teaching/01 - Mentorship and teaching.srt
5.6 KB
~Get Your Files Here !/09 - 8. Mentoring vs. Teaching/02 - How to determine when to mentor and when to teach.mp4
8 MB
~Get Your Files Here !/09 - 8. Mentoring vs. Teaching/02 - How to determine when to mentor and when to teach.srt
5.1 KB
~Get Your Files Here !/09 - 8. Mentoring vs. Teaching/03 - Mentor outside of your immediate team.mp4
8.1 MB
~Get Your Files Here !/09 - 8. Mentoring vs. Teaching/03 - Mentor outside of your immediate team.srt
5.2 KB
~Get Your Files Here !/10 - 9. Employee Termination/01 - How to avoid unnecessary termination.mp4
9.4 MB
~Get Your Files Here !/10 - 9. Employee Termination/01 - How to avoid unnecessary termination.srt
5.3 KB
~Get Your Files Here !/10 - 9. Employee Termination/02 - Which steps should you take before considering terminating an employee.mp4
7.9 MB
~Get Your Files Here !/10 - 9. Employee Termination/02 - Which steps should you take before considering terminating an employee.srt
5.6 KB
~Get Your Files Here !/10 - 9. Employee Termination/03 - Tips for terminating employees confidently and humanely.mp4
9.9 MB
~Get Your Files Here !/10 - 9. Employee Termination/03 - Tips for terminating employees confidently and humanely.srt
5.2 KB
~Get Your Files Here !/11 - Conclusion/01 - Next steps and additional resources.mp4
3 MB
~Get Your Files Here !/11 - Conclusion/01 - Next steps and additional resources.srt
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