Data Science Course

Data Science Course

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Welcome to the Data Science Course

Welcome to the Data Science Course

Productionizing your things

Productionizing your things

Databases

ETL

Dashboards

Introduction to Jupyter

Building our project

Creating our Mathematical Model

Automatization

Machine Learning

Machine Learning Overview

Training Machine Learning Models

Regression, Classification, Clustering, Dimensionality Reduction

Canonical models and what they're used for

More Canonical models

Iterate Quickly or Die Slowly

Project part 1 : Cleaning our data

Project part 2: Implement our Model from Machine Learning

Project part 3: Creating and Running our Pipeline

Statistics

Statistics overview

Probability Distributions

Statistical Inference

Statistical Example for using A/B Testing

Key tools every Data Scientist uses

Tools we all need

AWS / EC2

Getting and exploring data in our Command Tools

Git

Building a Data Science team

Building a Data Science team

Data Engineers, Product People, Data Scientist

Where to next?

Where to next?

Closure

Bonus Content

Bonus Content

Answers: Data Science Course
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