[Data Science Full Course for Beginners][2021]
A complete data science tutorial for beginners that answers any questions you may have about data science! Start your journey to becoming a data scientist!
Including:
What programming language to learn for data science?
What are big data, data mining, and what is the difference between machine learning and deep learning?
What is the data science methodology?
And More!
Timestamps:
00:00 Intro
00:20 What is Data Science?
02:41 What do Data Scientists Do?
04:55 Big Data
07:16 Data Mining
11:32 Machine Learning vs. Deep Learning
15:30 Advice for New Data Scientists
20:08 What Programming Languages to Learn for Data Science?
22:30 Python
24:51 SAS
28:17 R Programming
30:47 SQL
34:32 Data Science Methodology
41:17 Business Understanding
47:23 Data Understanding
53:19 Data Preparation
1:02:19 Modeling
1:09:47 Evaluation
1:19:34 Deployment
1:27:16 What is a Chatbot?
1:30:12 Signing-Up for Watson Assistant
1:32:21 Building a Watson Assistant (Healthcare Services Chatbot)
1:36:21 Intents
1:44:36 Entities
1:52:42 Further Learning about Chatbots
1:55:18 Libraries
2:01:01 API's
2:04:39 Datasets
2:11:40 Github Introduction and Signing-Up
2:14:22 Creating a Repository
2:18:42 Branching and Commit Changes
2:25:46 Pull Request
Check out my learning platform. It includes this course + many others.
http://www.mydatacareer.com
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