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ClassWeekDOWBurundi timeModuleDateTopics
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1Week 1Monday3:00 p.m. - 4:30 p.m.WelcomeFeb 13 2023- Welcome
- What is a Data Scientist / Data is the new oil
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2Week 1Friday3:00 p.m. - 4:30 p.m.Intro to PythonFeb 17 2023- What is an algorithm?
- What is coding/Python
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3Week 2Monday3:00 p.m. - 4:30 p.m.Feb 20 2023- Google Colab
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4Week 2Friday3:00 p.m. - 4:30 p.m.Feb 24 2023- Variables and Datatypes
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5Week 3Monday3:00 p.m. - 4:30 p.m.Feb 27 2023- Arithmetic syntax
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6Week 3Monday3:00 p.m. - 4:30 p.m.Mar 6 2023- Strings
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7Week 4Friday3:00 p.m. - 4:30 p.m.Mar 10 2023- Lists
- Sets
- Dictionaries
- Tuples
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8Week 4Monday3:00 p.m. - 4:30 p.m.Mar 13 2023- Conditionals
Warn students about time change
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9Week 5Friday2:00 p.m. - 3:30 p.m.Mar 17 2023- Loops
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10Week 5Monday2:00 p.m. - 3:30 p.m.Mar 20 2023- Comprehension lists
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11Week 6Friday2:00 p.m. - 3:30 p.m.Mar 24 2023- Functions
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12Week 6Monday2:00 p.m. - 3:30 p.m.Mar 27 2023- Libraries
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13Week 7Friday2:00 p.m. - 3:30 p.m.Mar 31 2023- Pyton Review
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14Week 7Monday2:00 p.m. - 3:30 p.m.Apr 3 2023- data science pipeline
- how to read: .csv, .txt, .json, .zip
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15Week 8Monday2:00 p.m. - 3:30 p.m.Apr 10 2023- Open source data
- Webscraping with beautiful soup
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16Week 9Monday2:00 p.m. - 3:30 p.m.Apr 17 2023- How to get Twitter data?
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17Week 9Monday2:00 p.m. - 3:30 p.m.Apr 21 2023- How do computers understand language?
- How do we learn the meaning of a word?
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18Week 10Friday2:00 p.m. - 3:30 p.m.Apr 24 2023- Text pre-processing
- Word clouds
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20Week 11Monday2:00 p.m. - 3:30 p.m.May 5 2023- TF-IDF
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21Week 11Friday2:00 p.m. - 3:30 p.m.May 8 2023- Word2Vec
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22Week 12Monday2:00 p.m. - 3:30 p.m.May 12 2023- Performance metrics
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23Week 12Friday2:00 p.m. - 3:30 p.m.May 15 2023- Classification models
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24Week 13Monday2:00 p.m. - 3:30 p.m.May 19 2023- Classification models practice
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25Week 13Friday2:00 p.m. - 3:30 p.m.May 22 2023- Clustering models
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26Week 14Monday2:00 p.m. - 3:30 p.m.May 26 2023- Clustering models practice
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27Week 14Friday2:00 p.m. - 3:30 p.m.Burundi- What are Neural Networks?
- How to use Hugging Face
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29Week 15Friday2:00 p.m. - 3:30 p.m.Onto the next chapter!Burundi - Data literacy
- Data ethics
- Resources: Github, Kaggle, LinkedIn
- Interview tips
- Solve problems in your life with code!
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