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Data Science for Beginners
Introduction
Intro To Data Science (2:41)
What a Data Scientist Does (2:13)
Big Data (2:21)
Data Mining (4:16)
Machine Learning vs Deep Learning (3:57)
Advice to Data Scientists (4:38)
Programming Languages
Intro To Programming Languages (2:22)
Python (2:20)
SAS (3:26)
R Programming (2:30)
SQL (3:45)
Data Science Methodology
Data Science Methodology Intro (6:44)
Business Understanding (6:06)
Data Understanding (5:54)
Data Preparation (9:00)
Modeling (7:28)
Evaluation (9:47)
Deployment (7:41)
Data Science Via Chatbot
Purpose Of This Section (7:52)
What is a Chatbot (2:56)
Signing up for Watson Assistant (2:07)
Creating A Name - Healthcare Service Chatbot (4:01)
Intents (8:14)
Entities (8:06)
Suggestions for More Learning (2:36)
Section Recap - Natural Language Processing, Machine Learning and use cases (6:04)
Libraries, API's, Datasets
Libraries (5:42)
API's (3:37)
Datasets (7:01)
Github
Intro to Github (2:41)
Create a Repository (4:20)
Create Branch and Commit Changes (7:03)
Pull Request and Merging Pull Request (6:09)
Section Recap - Natural Language Processing, Machine Learning and use cases
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