Premium Only Content

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 datalab.cc.
🔗 Check out the datalab.cc YouTube channel: https://www.youtube.com/user/datalabcc
🔗 Watch more free data science courses at http://datalab.cc/
⭐️ 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)
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://www.freecodecamp.org/news
And subscribe for new videos on technology every day: https://rumble.com/user/EdutainmentTreasure
-
LIVE
JuicyJohns
1 hour ago $0.85 earned🟢#1 REBIRTH PLAYER 10.2+ KD🟢$500 GIVEAWAY
132 watching -
53:02
The Official Corbett Report Rumble Channel
13 hours agoHow to Leave the Cage - #SolutionsWatch
1.77K2 -
LIVE
Outspoken with Dr. Naomi Wolf
16 hours ago"Jonathan Pollard: Are Allies of Israel being Targeted?"
162 watching -
1:29:49
Game On!
17 hours ago $1.51 earned10,000 Followers Celebration Stream! Let's Talk Sports!
30.6K2 -
15:38
SKAP ATTACK
19 hours ago $2.78 earnedA Legacy Tainted: Unpacking the LeBron Steroid Rumors
35K12 -
2:04:52
The Confessionals
21 hours agoThe Great Spiritual Hijack — And Why It’s Ending
23.3K6 -
1:49:30
Nick Freitas
15 hours agoHere's Why The Housing Market Is Permanently Broken
22.5K3 -
17:03
Nicholas Bowling
19 hours ago $1.31 earned"Celebrity" Tells Street Preacher His Dad's in the ILLUMINATI
18.7K4 -
2:01:09
BEK TV
22 hours agoTrent Loos in the Morning - 7/30/2025
18.2K -
4:10
Blackstone Griddles
14 hours agoCajun Dogs with Bruce Mitchell
20.1K2