diff --git a/README.md b/README.md
index a34a5dd..987b746 100644
--- a/README.md
+++ b/README.md
@@ -6,25 +6,21 @@ This repository serves as the course website for **CSC 10800: Foundations of Dat
### Course Details
-- Section: CSC 10800 R-LEC
-- Date: Mon, Wed 02:00 – 3:15pm
-- Location: Marshak Science Building, Rm. 410
-- Instructor: Zach Muhlbauer (he/him/his)
-- Email: [zmuhlbauer@gc.cuny.edu](mailto:zmuhlbauer@gc.cuny.edu)
-- Office Hours: **Wednesday 3 - 5pm via Zoom, or in person by appointment**
+**Section**: CSC 10800 R: Foundations of Data Science
**Dates**: Tu/Th, 3:30-4:45pm, Aug 28 - Dec 21
**Location**: Marshak Science Building, Rm 410
**Instructor**: Zach Muhlbauer, [zmuhlbauer@gc.cuny.edu](mailto:zmuhlbauer@gc.cuny.edu)
**Office Hours**: Wed 3-5pm over Zoom, or in person by appointment
### Important Links
Linked below are resources and documents essential to your success in the course:
- [Website](https://zmuhls.github.io/CCNY-Data-Science/)
-- [Syllabus](https://zmuhls.github.io/CCNY-Data-Science/syllabus/)
-- [Schedule](https://zmuhls.github.io/CCNY-Data-Science/schedule/)
-- [Policies](https://zmuhls.github.io/CCNY-Data-Science/policies/)
-- [Technology](https://zmuhls.github.io/CCNY-Data-Science/technology)
-- [Activities](https://zmuhls.github.io/CCNY-Data-Science/activities/)
-- [Portfolio](https://zmuhls.github.io/CCNY-Data-Science/portfolio/)
-- [Datasets](https://zmuhls.github.io/CCNY-Data-Science/datasets/)
+- [Syllabus](Syllabus)
+- [Schedule](Schedule)
+- [Activities](Activities)
+- [Policies](Policies)
+- [Technology](Technology)
+- [Activities](Activities)
+- [Portfolio](Portfolio)
+- [Datasets](Datasets)
- [Jupyter Notebooks](https://zmuhls.github.io/CCNY-Data-Science/notebooks/)
- [Hypothesis Group](https://hypothes.is/groups/yKvGZkjg/csc10800-annotation-group)
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diff --git a/index.md b/index.md
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---
-# CSC 10800: Foundations of Data Science
+# CSC 10800 R: Foundations of Data Science
### Fall 2024, City College of New York, CUNY
-Welcome to the course website for **CSC 10800: Foundations of Data Science** at the City College of New York, Fall 2024, taught by [Zach Muhlbauer](https://github.com/zmuhls). This site serves as your central hub for all course-related materials, assignments, and updates. Here, you'll find everything you need to succeed in the course, including seminar slides, reading assignments,coding activities, public datasets, project guidelines, and supplementary resources.
-
-Throughout the semester, we will explore foundational concepts in data science, blending technical skills with critical-cultural perspectives. You'll engage with both theoretical and practical elements of data science, applying what you learn through hands-on projects and collaborative activities. Our course is designed to help you build an experiential understanding of data science principles while also critically examining the societal impacts of data-driven technologies.
+Welcome to the course website for **CSC 10800: Foundations of Data Science** at the City College of New York, Fall 2024, taught by [Zach Muhlbauer](https://github.com/zmuhls). This site serves as your central hub for all course-related materials, assignments, and updates. Here, you'll find everything you need to succeed in the course, including slides, assignments, activities, datasets, guidelines, and supplementary resources.
### Section Details 📌
-**Section**: CSC 10800 (LEC): Foundations of Data Science
**Dates**: Tue/Thu, 3:30-4:45pm, Aug 28 - Dec 21
**Location**: Marshak Science Building, Rm 410
**Instructor**: Zach Muhlbauer, [zmuhlbauer@gc.cuny.edu](mailto:zmuhlbauer@gc.cuny.edu)
**Office Hours**: Wed 3-5pm over Zoom, or in person by appointment
+**Section**: CSC 10800 R: Foundations of Data Science
**Dates**: Tu/Th, 3:30-4:45pm, Aug 28 - Dec 21
**Location**: Marshak Science Building, Rm 410
**Instructor**: Zach Muhlbauer, [zmuhlbauer@gc.cuny.edu](mailto:zmuhlbauer@gc.cuny.edu)
**Office Hours**: Wed 3-5pm over Zoom, or in person by appointment
### Important Links 🔗
-Linked below are key pages and resources throughout the course:
+Linked below are key pages and resources throughout the course.
- [Website](https://zmuhls.github.io/CCNY-Data-Science/)
-- [Syllabus](/Syllabus)
-- [Schedule](/Schedule)
-- [Activities](/Activities)
-- [Policies](/Policies)
-- [Technology](/Technology)
-- [Datasets](/Datasets)
-- [Slides](/Slides)
+- [Syllabus](Syllabus)
+- [Schedule](Schedule)
+- [Activities](Activities)
+- [Policies](Policies)
+- [Technology](Technology)
+- [Datasets](Datasets)
+- [Slides](Slides)
- [Reading Group](https://hypothes.is/groups/yKvGZkjg/csc10800-annotation-group)
-- [Additional Resources](/additional_resources)
+- [Additional Resources](additional_resources)