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Data Science Bootcamp Repository

Course materials for Eskwelabs' Data Science Bootcamp in Manila, Philippines (13/05/19 - 05/07/19).

Instructors: Assylzhan Akynova, Caleb Tutty

Teaching Assistants: Jane Arleth Dela Cruz, Joao Valenciano

Class hours: 6-9pm on Monday - Friday (Warehouse Eight Coworking & Events Space), 1-6pm on Saturday (Hackathon)

Curriculum

Week Topic
1: Python for Data Science
2: Data Visualization and Analysis
3: Working with Data Sources
4: Essential Math and Statistics
5: Machine Learning I (Supervised)
6: Machine Learning II (Unsupervised)
7: Capstone Project
8: Career Preparation and Demo Day

Installation and Setup

  • Install the Anaconda distribution of Python 3.7 version.
  • Create a GitHub account.
  • Once you receive an email invitation from Slack, join our "Eskwelabs" team and add your photo!

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