Learn Data Science Tutorial - Full Course for Beginners ua-CiDNNj30
Learn Data Science Tutorial - Full Course for Beginners
Learn Data Science is this full tutorial course for absolute beginners. Data science is considered the “sexiest job of the 21st century.“ You’ll learn the important elements of data science. You’ll be introduced to the principles, practices, and tools that make data science the powerful medium for critical insight in business and research. You’ll have a solid foundation for future learning and applications in your work. With data science, you can do what you want to do, and do it better. This course covers the foundations of data science, data sourcing, coding, mathematics, and statistics.
💻 Course created by Barton Poulson from .
🔗 Check out the YouTube channel: / datalabcc
🔗 Watch more free data science courses at
⭐️ Course Contents ⭐️
⌨️ Part 1: Data Science: An Introduction: Foundations of Data Science
Welcome (1.1)
Demand for Data Science (2.1)
The Data Science Venn Diagram (2.2)
The Data Science Pathway (2.3)
Roles in Data Science (2.4)
Teams in Data Science (2.5)
Big Data (3.1)
Coding (3.2)
Statistics (3.3)
Business Intelligence (3.4)
Do No Harm (4.1)
Methods Overview (5.1)
Sourcing Overview (5.2)
Coding Overview (5.3)
Math Overview (5.4)
Statistics Overview (5.5)
Machine Learning Overview (5.6)
Interpretability (6.1)
Actionable Insights (6.2)
Presentation Graphics (6.3)
Reproducible Research (6.4)
Next Steps (7.1)
⌨️ Part 2: Data Sourcing: Foundations of Data Science (1:39:46)
Welcome (1.1)
Metrics (2.1)
Accuracy (2.2)
Social Context of Measurement (2.3)
Existing Data (3.1)
APIs (3.2)
Scraping (3.3)
New Data (4.1)
Interviews (4.2)
Surveys (4.3)
Card Sorting (4.4)
Lab Experiments (4.5)
A/B Testing (4.6)
Next Steps (5.1)
⌨️ Part 3: Coding (2:32:42)
Welcome (1.1)
Spreadsheets (2.1)
Tableau Public (2.2)
SPSS (2.3)
JASP (2.4)
Other Software (2.5)
HTML (3.1)
XML (3.2)
JSON (3.3)
R (4.1)
Python (4.2)
SQL (4.3)
C, C , & Java (4.4)
Bash (4.5)
Regex (5.1)
Next Steps (6.1)
⌨️ Part 4: Mathematics (4:01:09)
Welcome (1.1)
Elementary Algebra (2.1)
Linear Algebra (2.2)
Systems of Linear Equations (2.3)
Calculus (2.4)
Calculus & Optimization (2.5)
Big O (3.1)
Probability (3.2)
⌨️ Part 5: Statistics (4:44:03)
Welcome (1.1)
Exploration Overview (2.1)
Exploratory Graphics (2.2)
Exploratory Statistics (2.3)
Descriptive Statistics (2.4)
Inferential Statistics (3.1)
Hypothesis Testing (3.2)
Estimation (3.3)
Estimators (4.1)
Measures of Fit (4.2)
Feature Selection (4.3)
Problems in Modeling (4.4)
Model Validation (4.5)
DIY (4.6)
Next Step (5.1)
1 view
390
87
6 months ago 00:12:23 1
How Long Should You Stay At Your Job?
6 months ago 01:55:27 1
Pink Floyd - “Delicate Sound of Thunder“ New 4k Edition
6 months ago 00:01:35 1
Importing excel data in Power Query that contains errors
6 months ago 00:46:24 1
Ivan Komarov: Mastering Causal - Causal Inference in ML Track 2020
6 months ago 00:03:41 1
History of the United Nations - Behind the News
6 months ago 00:50:44 1
Using EEG & Machine Learning to Perform Lie Detection • Jennifer Marsman • YOW! 2017
6 months ago 00:03:59 1
Overview of the C Programming Language
6 months ago 00:08:04 1
Captain Alfred Hutton – Pioneering English Fencing Master | HEMA
6 months ago 00:08:42 1
a day in the life of an engineer working from home
6 months ago 00:00:17 4
Terminator’s Day Off: Let the AI Sparring Begin!
6 months ago 00:09:04 1
The 8 Most Spoken Languages In The World | Countdown
6 months ago 00:08:54 1
Refik Anadol “Living Paintings“ 4k UHD | Digital Art | AI Art
6 months ago 00:47:27 1
Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering
6 months ago 00:00:06 1
Nature Sounds, Morning Song Of Forest Birds, 24 Hours Sounds Of Nature For Sleep And Relaxation
6 months ago 00:14:29 1
OpenAI’s Intelligent Robots | Artificial Intelligence converts text | ChatGPT already remembers you
6 months ago 00:19:57 1
A Prank Exposes How IOC and EU Plotted Against BRICS Games
6 months ago 00:01:37 1
Vendor-Provided AAA vs Open-Source AAA: The Dilemma for Telecom Operators
6 months ago 00:19:54 1
How To Know Which Statistical Test To Use For Hypothesis Testing
6 months ago 00:01:10 4
how programmers overprepare for job interviews
6 months ago 00:05:37 1
MACHINE HALLUCINATION
6 months ago 00:10:08 1
How to Make Money with Google Maps 2024 🤑
6 months ago 00:09:33 1
Driving BEAM Adoption with Phoenix LiveView in 10 Minutes • Sophie DeBenedetto • GOTO 2023
6 months ago 00:10:21 1
Email Extractor Tutorial: Scrape emails from Google Maps & Domains with Leads-Sniper🚀