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X-ORIGINAL-URL:https://www.phit4dc.com
X-WR-CALDESC:Events for PHIT4DC Up-Skilling District of Columbia public health professionals!
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DTSTART;TZID=America/New_York:20250205T170000
DTEND;TZID=America/New_York:20250205T200000
DTSTAMP:20260405T215338
CREATED:20241205T130528Z
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SUMMARY:Week 2 | Module 2A | Introduction to Python I
DESCRIPTION:Instructor: Moussa Doumbia\, Ph.D. \nThis introductory course will be your guide to learning how to set up the working environment and use the power of Python to analyze data\, create beautiful visualizations\, and use powerful machine learning algorithms. In this module\, you will be introduced to Python programming skills and the related libraries for accessing from multiple sources. You will learn how to create amazing data visualizations. Topical areas will include: \n\nSetting the working environment\nProgramming with Python\nNumPy with Python\nUsing pandas Data Frames to solve complex tasks.\nUse pandas to handle Excel Files
URL:https://www.phit4dc.com/event/week-2-module-2a-introduction-to-python-i/
CATEGORIES:VADSTI Training Program
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/New_York:20250206T170000
DTEND;TZID=America/New_York:20250206T200000
DTSTAMP:20260405T215338
CREATED:20241205T130644Z
LAST-MODIFIED:20250107T214203Z
UID:10000033-1738861200-1738872000@www.phit4dc.com
SUMMARY:Week 2 | Module 2A | Introduction to Python I
DESCRIPTION:Instructor: Moussa Doumbia\, Ph.D. \nThis introductory course will be your guide to learning how to set up the working environment and use the power of Python to analyze data\, create beautiful visualizations\, and use powerful machine learning algorithms. In this module\, you will be introduced to Python programming skills and the related libraries for accessing from multiple sources. You will learn how to create amazing data visualizations. Topical areas will include: \n\nSetting the working environment\nProgramming with Python\nNumPy with Python\nUsing pandas Data Frames to solve complex tasks.\nUse pandas to handle Excel Files
URL:https://www.phit4dc.com/event/week-2-module-2a-introduction-to-python-i-2/
CATEGORIES:VADSTI Training Program
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/New_York:20250212T170000
DTEND;TZID=America/New_York:20250212T200000
DTSTAMP:20260405T215338
CREATED:20241205T131335Z
LAST-MODIFIED:20250107T214156Z
UID:10000034-1739379600-1739390400@www.phit4dc.com
SUMMARY:Week 3 | Module 2B | Introduction to Python II
DESCRIPTION:Instructor: Moussa Doumbia\, Ph.D. \nThe module builds upon Introduction to Python I. Topics we include: \n\nWeb scraping with python\nUse matplotlib and seaborn for data visualizations\nUse plotly for interactive visualizations
URL:https://www.phit4dc.com/event/week-3-module-2b-introduction-to-python-ii/
CATEGORIES:VADSTI Training Program
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/New_York:20250213T170000
DTEND;TZID=America/New_York:20250213T200000
DTSTAMP:20260405T215338
CREATED:20241205T131443Z
LAST-MODIFIED:20250107T214149Z
UID:10000035-1739466000-1739476800@www.phit4dc.com
SUMMARY:Week 3 | Module 2B | Introduction to Python II
DESCRIPTION:Instructor: Moussa Doumbia\, Ph.D. \nThe module builds upon Introduction to Python I. Topics we include: \n\nWeb scraping with python\nUse matplotlib and seaborn for data visualizations\nUse plotly for interactive visualizations
URL:https://www.phit4dc.com/event/week-3-module-2b-introduction-to-python-ii-2/
CATEGORIES:VADSTI Training Program
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/New_York:20250219T170000
DTEND;TZID=America/New_York:20250219T200000
DTSTAMP:20260405T215338
CREATED:20241205T131922Z
LAST-MODIFIED:20250107T222008Z
UID:10000036-1739984400-1739995200@www.phit4dc.com
SUMMARY:Week 4 | Module 3A | Experimentation in Data Science (A/B Testing and Statistical Analyses) I
DESCRIPTION:Instructor: Ronald Doku\, Ph.D. \nThis topic covers the principles and applications of A/B testing\, a foundational technique for making data-driven decisions in healthcare\, business and various other industries. The session will focus on hypothesis testing\, including the formulation of null and alternate hypotheses\, and how they apply to experimental design. Attendees will learn about statistical concepts such as the central limit theorem\, the distribution of sample means\, and the importance of standard error in determining statistical significance. We will also explore how to calculate and interpret z-scores and t-scores\, with a focus on understanding effect size\, statistical power\, and their relationship to sample size. 
URL:https://www.phit4dc.com/event/week-4-module-3a-experimentation-in-data-science-a-b-testing-and-statistical-analyses-i/
CATEGORIES:VADSTI Training Program
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/New_York:20250220T170000
DTEND;TZID=America/New_York:20250220T200000
DTSTAMP:20260405T215338
CREATED:20241205T132346Z
LAST-MODIFIED:20250107T222015Z
UID:10000037-1740070800-1740081600@www.phit4dc.com
SUMMARY:Week 4 | Module 3A | Experimentation in Data Science (A/B Testing and Statistical Analyses) I
DESCRIPTION:Instructor: Ronald Doku\, Ph.D. \nThis topic covers the principles and applications of A/B testing\, a foundational technique for making data-driven decisions in healthcare\, business and various other industries. The session will focus on hypothesis testing\, including the formulation of null and alternate hypotheses\, and how they apply to experimental design. Attendees will learn about statistical concepts such as the central limit theorem\, the distribution of sample means\, and the importance of standard error in determining statistical significance. We will also explore how to calculate and interpret z-scores and t-scores\, with a focus on understanding effect size\, statistical power\, and their relationship to sample size. 
URL:https://www.phit4dc.com/event/week-4-module-3a-experimentation-in-data-science-a-b-testing-and-statistical-analyses-i-2/
CATEGORIES:VADSTI Training Program
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/New_York:20250226T170000
DTEND;TZID=America/New_York:20250226T200000
DTSTAMP:20260405T215338
CREATED:20241205T132544Z
LAST-MODIFIED:20250107T222020Z
UID:10000038-1740589200-1740600000@www.phit4dc.com
SUMMARY:Week 5 | Module 3B | Experimentation in Data Science (A/B Testing and Statistical Analyses) II
DESCRIPTION:Instructor: Ronald Doku\, Ph.D. \nPart II will build on concepts discuss in Part I. We will go through examples of how to conduct an A/B test on a real-world use case\, covering all necessary processes from designing the experiment to interpreting the results.  Discuss situations when A/B testing doesn’t work. By the end of the session\, participants will be able to design and analyze A/B tests\, ensuring reliable conclusions from their experiments to support data driven decision making.
URL:https://www.phit4dc.com/event/week-5-module-3b-experimentation-in-data-science-a-b-testing-and-statistical-analyses-ii/
CATEGORIES:VADSTI Training Program
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/New_York:20250227T170000
DTEND;TZID=America/New_York:20250227T200000
DTSTAMP:20260405T215338
CREATED:20241205T132921Z
LAST-MODIFIED:20250107T222026Z
UID:10000039-1740675600-1740686400@www.phit4dc.com
SUMMARY:Week 5 | Module 3B | Experimentation in Data Science (A/B Testing and Statistical Analyses) II
DESCRIPTION:Instructor: Ronald Doku\, Ph.D. \nPart II will build on concepts discuss in Part I. We will go through examples of how to conduct an A/B test on a real-world use case\, covering all necessary processes from designing the experiment to interpreting the results.  Discuss situations when A/B testing doesn’t work. By the end of the session\, participants will be able to design and analyze A/B tests\, ensuring reliable conclusions from their experiments to support data driven decision making.
URL:https://www.phit4dc.com/event/week-5-module-3b-experimentation-in-data-science-a-b-testing-and-statistical-analyses-ii-2/
CATEGORIES:VADSTI Training Program
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