Data Science Curriculum Code Your Dreams What is a Data Scientist? Class Title Slides 1 Welcome Link Introduction to Python Class Title Slides 2 My first hello world Link 3 Python Variables and DataTypes Link 4 Arithmetic syntax Link 5 Strings Link 6 Data Structures Link 7 Conditionals Link 8 Loops Link 9 Comprehension lists Link 10 Functions Link 11 Libraries Link 12 Python review Link Introduction to Data Science Class Title Slides 13 Data Science Pipeline Link Data Acquisition Class Title Slides 14 Data Acquisition & Web Scraping Link Natural Language Processing Class Title Slides 15 What is NLP? Link 16 Text pre-processing Link 17 TF-IDF Link 18 Word2Vec Link Classification & Clustering Models Class Title Slides 19 Performance Metrics Link 20 Classification Link 21 Clustering Link Installing: conda env create -f classic_rise.yml