Learn Data Science Tutorial – Full Course for Beginners

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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)

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24 Comments
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      Ksrawi Ksrawi
      May 10, 2022 16:54 pm Reply

      عاش الملك سيدي محمد السادس ملكنا وولي امرنا حييب ألملايين ملك المغرب وسلطان أفريقيا اللهم احفظه ووفقه وبارك وانصره وسدد خطاه الله يبارك في عمر سيدي السمع والطاعة ❤️ Instagramيحياالملك يحيا الوطن شعارنا الخالد الله الوطن الملك الصحراء مغربية وستبقى مغربية إلى أن يرث الله الأرض ومن عليها ❤️https://youtu.be/oFimOHrMAHY

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      Fernando Joel Cortés Mendoza
      May 10, 2022 16:54 pm Reply

      1:00:00 Math is to Data science as

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      MOFFIN NJOROGE
      May 10, 2022 16:54 pm Reply

      Where do i get the course files?

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      Dawit Haile
      May 10, 2022 16:54 pm Reply

      1.37

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      mehdi smaeili
      May 10, 2022 16:54 pm Reply

      This is very amazing tutorial……..

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      Damien Hackney
      May 10, 2022 16:54 pm Reply

      Barton Poulson: best data science educator on the internet!

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      Tunji Adeleke
      May 10, 2022 16:54 pm Reply

      Thanks for this effort. Just about to start watching but I want to know if I can use the knowledge and skills acquired here to practice as an entry level data scientist. Also, Is there any recognized data science certification exam I have to write to get to the top of my field?

      Thanks in anticipation of a kind resposne.

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      Abbas R.
      May 10, 2022 16:54 pm Reply

      This lecture is 5 years old created in 2016, just uploaded in 2021.

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      Kel Zirod
      May 10, 2022 16:54 pm Reply

      Can I implement Data Science to Cyber Security?

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      Raymond Seger
      May 10, 2022 16:54 pm Reply

      Overpaid table-data scrambler & "how to lie with statistic" guy / presentation pretty girl.

      Our growth is 500% this month. How many actual users? uhm…. 10 new users!

      or

      Our growth is 1 new million users! how many actual non-robot users? uhm… 100!

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      Raymond Seger
      May 10, 2022 16:54 pm Reply

      i f-ing LOVE science

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      abhisheknandiable
      May 10, 2022 16:54 pm Reply

      I rarely comment on youtube but Mr Barton Poulson, can't thank you enough for this course. It is so addictive that I can go over the course in loop. Highly recommended for anyone irrespective of their technical acumen.

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      Henok Ghebremikael
      May 10, 2022 16:54 pm Reply

      It is good

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      khankhel academy
      May 10, 2022 16:54 pm Reply

      Wonderful! Incredible Explanation!

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      Conde Pátula
      May 10, 2022 16:54 pm Reply

      I can't zoom in the console. I press cntrl+shift+2 and it doesn't work. Why can't I get anything right. That's the kind of thing that makes me give up. I cannot fucking do a simple instruction. Im lost, I'll never be anything in life.

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      Konstantinos Tsekmeres
      May 10, 2022 16:54 pm Reply

      Just WOW! This is university level material. Impressive tutorial.

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      Atrin Emady
      May 10, 2022 16:54 pm Reply

      I finished this course😴way to go me😎very informative,recommenced to whoever wansta get a grasp of this field or where to start,good luck everyone

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      pinky v
      May 10, 2022 16:54 pm Reply

      Is this full course

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      Ismail shah
      May 10, 2022 16:54 pm Reply

      Nice

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      Anita Paul
      May 10, 2022 16:54 pm Reply

      Thankyou so much

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      Gia
      May 10, 2022 16:54 pm Reply

      Thank you or this amazing source of knowledge!

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      sana etemadi
      May 10, 2022 16:54 pm Reply

      There is a syncing problem in subtitle in 2:18:21

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      Sami Syed
      May 10, 2022 16:54 pm Reply

      hi, I'm looking for a partner to learn data Science, can any one assist me, I'm a beginner and i aspire to work as Data Scientist / in AI. i am Sami from Mumbai

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