Data Science Tutorial - Learn Data Science Full Course [2020]

Data Science Tutorial - Learn Data Science Full Course [2020]
Have a look at our Data science for beginners course, Data scientist job are world-wide highly paid jobs in 2020 and coming years too. Data science have high demand less people who know it.

Have a look at our Data science for beginners course, Data scientist job are world-wide highly paid jobs in 2020 and coming years too. Data science have high demand less people who know it.

⭐️ Contents ⭐
00:00 Introduction to DataScience
01:58 Demand for DataScience
07:43 Venn Diagram
14:42 Data Science Pathway
27:03 Big Data
31:58 Coding
35:00 Statistics in Data science
39:18 Business Intelligence
48:24 Methods overview
50:46 Sourcing Overview
57:58 Math Overview
1:01:57 Statistics Overview
1:06:00 Machine learning Overview
1:08:45 Interpretability
Actionable Insights
Presentation Graphics
Reproducible Research

1:39:46 Foundations of DataScience
Metrics
Accuracy
SocialContext of Measurement
Existing Data
APIs
Scraping
New Data
Interviews
Surveys
Card Sorting
Lab Experiments
A/B Testing

2:32:42 Coding
Spreadsheets
Tableau Public
SPSS
JASP
Other Software
HTML
XML)
JSON
R
Python
SQL
C,C++, & Java
Bash
Regex

4:01:09 Mathematics
Elementary Algebra
Linear Algebra
Systems of Linear Equations
Calculus
Calculus & Optimization
BigO
Probability

4:44:03 Statistics
Exploration Overview
Exploratory Graphics
Exploratory Statistics
Descriptive Statistics
Inferential Statistics
Hypothesis Testing
Estimation
Estimators
Measures of Fit
Feature Selection
Problems in Modeling
Model Validation
DIY

Data Science Tutorial
Data Science
Data Science course

#Datascience #Data_science_Tutorial #Datascience_Course

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