Premium Only Content

Learn Data Science Tutorial - Full Course for Beginners (FreeCodeCamp.org)
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: / 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
-
LIVE
Nerdrotic
2 hours ago $2.02 earnedOne Woke After Another | JK Rowling NUKES Emma Watson - Nerdrotic Nooner 520
793 watching -
2:06:35
Steven Crowder
4 hours agoTrump Hammers Portland: ANTIFA is a Terrorist Organization that Must be Crushed
372K203 -
LIVE
Side Scrollers Podcast
2 hours agoSmash Pro DEMANDS “Woke Echo Chamber” + EA SOLD To Saudis + More | Side Scrollers
368 watching -
LIVE
Viss
2 hours ago🔴LIVE - How To Win in PUBG - PUBG 101 with Viss
118 watching -
LIVE
The Mel K Show
2 hours agoMORNINGS WITH MEL K - The Bow Has Broken: Justice is Coming 9-29-25
1,174 watching -
1:01:09
The Rubin Report
3 hours agoCNN Liberals Go Silent as Guest Points Out Fact After Fact on Left Wing Violence
42.2K48 -
2:04:17
Benny Johnson
3 hours agoChristianity Under Attack: Trump Declares 'Epidemic of Violence' on Christians As Church Shot,Burned
110K78 -
1:23:24
Nikko Ortiz
3 hours agoChurch Shooting And Arson Attack In Michigan - Rumble LIVE
37.9K5 -
1:00:21
VINCE
4 hours agoThe Left's "Mostly Peaceful" Terrorists + Guest Eric Trump | Episode 135 - 09/29/25
242K188 -
LIVE
LFA TV
16 hours agoBREAKING NEWS ALL DAY! | MONDAY 9/29/25
4,062 watching