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12 Oct Statistics – A Full University Course on Data Science Basics

Posted at 22:22h in Research by admin 42 Comments



Learn the essentials of statistics in this complete course. This course introduces the various methods used to collect, organize, summarize, interpret and reach conclusions about data. An emphasis is placed on demonstrating that statistics is more than mathematical calculations. By using examples gathered from real life, students learn to use statistical methods as analytical tools to develop generalizations and meaningful conclusions in their field of study.

🎥 Course by Monika Wahi.
🔗 These lectures are based on the textbook Understanding Basic Statistics, 6th Edition, by Brase & Brase, available here: https://www.amazon.com/Understanding-Basic-Statistics-Charles-Henry/dp/1111827028
🔗 Monika Wahi’s LinkedIn Learning courses are here: https://www.linkedin.com/learning/instructors/monika-wahi?u=2125562
🔗 Visit Monika Wahi’s web page here: http://www.dethwench.com/
🔗 Monika Wahi’s peer-reviewed articles listed here: https://scholar.google.com/citations?user=v3BDf1oAAAAJ&hl=en

⭐️ Course Contents ⭐️
⌨️ (0:00:00) What is statistics
⌨️ (0:33:34) Sampling
⌨️ (1:21:20) Experimental design
⌨️ (2:00:32) Randomization
⌨️ (2:16:25) Frequency histogram and distribution
⌨️ (2:35:58) Time series, bar and pie graphs
⌨️ (3:10:10) Frequency table and stem-and-leaf
⌨️ (3:39:41) Measures of central tendency
⌨️ (4:11:56) Measure of variation
⌨️ (4:58:35) Percentile and box-and-whisker plots
⌨️ (5:24:58) Scatter diagrams and linear correlation
⌨️ (6:39:54) Normal distribution and empirical rule
⌨️ (7:05:39) Z-score and probabilities
⌨️ (7:45:11) Sampling distributions and the central limit theorem

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MOST RECENT COMMENTS
42 Comments
  • Monika Wahi
    Posted at 22:22h, 12 October

    Hello, everyone! I hope you enjoy my statistics lectures! I also teach people how to analyze data using R software, so if you are interested in that, check out my LinkedIn Learning courses, or drop me an e-mail. Happy learning!

  • Hesse Barfi
    Posted at 22:22h, 12 October

    Thank you!

  • Aleksius Butilkinas
    Posted at 22:22h, 12 October

    Thank you for your lecture. This is a great indroduction/revisions to statistics.

  • Rohit Gaur Angira
    Posted at 22:22h, 12 October

    You must be english caption include in all tutorial plzz

  • Bits bytes
    Posted at 22:22h, 12 October

    Thank you for your Great work❤️

  • Code Bala
    Posted at 22:22h, 12 October

    Awesome explanation , thanks

  • Soad
    Posted at 22:22h, 12 October

    Does anybody have personal notes on Statistics? Would you mind sharing those?

  • Hamid Omar
    Posted at 22:22h, 12 October

    Not a full uni course for sure. But good for beginners!

  • kuldeep meena
    Posted at 22:22h, 12 October

    Sir Stochastic Models and Applications vs random processes subject which is the best elective .how to choose any one

  • Hannu Koistinen
    Posted at 22:22h, 12 October

    Where is your actual testing? And results? If you don't understand what statistical analyses is, don't publish these videos.

  • Abbas-M60
    Posted at 22:22h, 12 October

    please translate this video

  • Afifah Berry
    Posted at 22:22h, 12 October

    Thank you for this! Watched it at 1.5x speed to revise for my semester exam. This was super helpful :))

  • Zeeshan Akbar
    Posted at 22:22h, 12 October

    Hey @freecodecamp
    Make some tutorials regarding following topics, it might be helpful for everyone.
    1. Business Analytics
    2. Finance
    3. Accounting
    4. Microeconomics
    5. Macroeconomics and
    6. Marketing

    Thanks

  • Daniele
    Posted at 22:22h, 12 October

    Thank You for the great job provided!

  • Can I get 400 subscribers with only one video plz
    Posted at 22:22h, 12 October

    Me: tried to learn statistics
    Me: understanding CDC Us

  • DEV PRAKASH SAHOO
    Posted at 22:22h, 12 October

    ⭐️ Course Contents ⭐️

    ⌨️ (0:00:00) What is statistics

    ⌨️ (0:33:34) Sampling

    ⌨️ (1:21:20) Experimental design

    ⌨️ (2:00:32) Randomization

    ⌨️ (2:16:25) Frequency histogram and distribution

    ⌨️ (2:35:58) Time series, bar and pie graphs

    ⌨️ (3:10:10) Frequency table and stem-and-leaf

    ⌨️ (3:39:41) Measures of central tendency

    ⌨️ (4:11:56) Measure of variation

    ⌨️ (4:58:35) Percentile and box-and-whisker plots

    ⌨️ (5:24:58) Scatter diagrams and linear correlation

    ⌨️ (6:39:54) Normal distribution and empirical rule

    ⌨️ (7:05:39) Z-score and probabilities

    ⌨️ (7:45:11) Sampling distributions and the central limit theorem

  • J.A. Wehner
    Posted at 22:22h, 12 October

    Question: To avoid over or under coverage in a Stratified Sampling survey can you use proportional sampling? For example, if the population is 40% Urban, 30% Suburban, and 10% rural, instead of taking the same number of samples from each strata, can you take 40% of your samples from the Urban strata, 30% of your samples from the Suburban strata, and 10% of your samples from the rural strata?

  • SEVGI LOVE
    Posted at 22:22h, 12 October

    question ; if someone has statistics bachelor degree but never worked on the major , is it easy to start the career after 8 years of graduation ?

  • Satadhi Halder
    Posted at 22:22h, 12 October

    1:58:28 well this escalated quickly.

  • Jojames Bernaldez
    Posted at 22:22h, 12 October

    51:31 dont mind this

  • CS PREPARATION
    Posted at 22:22h, 12 October

    Nice work

  • Manju
    Posted at 22:22h, 12 October

    wish we had a vaccine for covid 🙁

  • Avinash Dwivedi
    Posted at 22:22h, 12 October

    this is basics of basics

  • Abhi
    Posted at 22:22h, 12 October

    Can we get probability classes in similar fashion?

  • Yash Mathur
    Posted at 22:22h, 12 October

    17:50

  • Fatima Hussain
    Posted at 22:22h, 12 October

    The frequency histogram you are talking about at 2:20:33 is actually a bar graph not histogram 😰

  • Veasna Khloc
    Posted at 22:22h, 12 October

    Thank you for amazing video training!🙂🙂🙂

  • 曼Carlos
    Posted at 22:22h, 12 October

    Why it skips all the other chapters? It was chapter 1, 2, 3, 4 and then suddenly 7.

  • Vivian Hart
    Posted at 22:22h, 12 October

    Thank you so much for sharing this video.

  • abhranta panigrahi
    Posted at 22:22h, 12 October

    its a robot speaking

  • Aseel Basalem
    Posted at 22:22h, 12 October

    @Monika Wahi Hi ma'am. Could you please share the lecture slides? Thank you!

  • ad soyad
    Posted at 22:22h, 12 October

    Even if I recpect about your this beutiful and important job, I should say that it is not as better as university statistics. There is so less mathemathical example and origin in video. If you record a second stat video in future, I recommend that you can show us more mathemathical origins and applications of statistics

  • KoRNeRd
    Posted at 22:22h, 12 October

    This was terrible.

  • Gauka J
    Posted at 22:22h, 12 October

    This is awesome

  • nimi butt
    Posted at 22:22h, 12 October

    can u help me

  • nimi butt
    Posted at 22:22h, 12 October

    hy

  • arvind kandari
    Posted at 22:22h, 12 October

    What book would you recommend to supplement with this video?

  • Thorn Plato
    Posted at 22:22h, 12 October

    25:00

  • Kyle Chapman
    Posted at 22:22h, 12 October

    The histogram's are a little misleading as histogram bars should have no spaces in between them.

  • europhia 6
    Posted at 22:22h, 12 October

    Mom says one vedio before sleeping
    Me: watching this video

  • Mercantilism
    Posted at 22:22h, 12 October

    I read a half of “naked statistics” and thought the author was skipping many statistic terms , and here i am

  • Just Viewer
    Posted at 22:22h, 12 October

    26:23

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