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)
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10 Things That Make You Unhappy Without Knowing
Have you ever thought to yourself: "Why am I so unhappy?" How happy are you right now? Do you struggle to find motivation and joy in your daily life? Do you know why? Did you know that seemingly small habits that can make you unhappy? From your mindset to your behavior, everything affects how you feel. The hard part is determining what causes certain emotions and learning how to cope with them. If you learn what makes you unhappy, you can tailor your life to avoid these habits. With that in mind, here are few common things you might do that make you unhappy without knowing.
Want tips on how to be happier? We made a video on the common habits happy people have: https://youtu.be/XLBKy7g3yTc
Writer: Lily Mentriko
Script Editor: Sidney Thompson
Script Manager: Kelly Soong
VO: Amanda Silvera
Animator: Naphia
YouTube Manager: Cindy Cheong
References
Mineo, L. (2018, November 26). Over nearly 80 years, Harvard study has been showing how to live a healthy and happy life. Harvard Gazette. https://news.harvard.edu/gazette/stor....
Simon-Thomas, E. (2015, November 09). Happiness Research: What Makes You Happy? Berkeley Wellness. https://www.berkeleywellness.com/heal....
Join this channel to get access to perks:
https://www.youtube.com/channel/UCkJE...
Would you like to animate for the team? Check out this: https://psych2go.net/interested-in-an...
Interested in writing for psych2go? Check out:
https://psych2go.net/script-writing-p...
We're also on a mission to make mental health accessible around the world. Many of our content are translated to other languages by fans and people like you guys :)
1) Psych2Go Kr - https://www.youtube.com/channel/UCQh9...
심리툰 Psych2Go Korea https://www.youtube.com/channel/UCNTG...
2) Vietnamese - https://www.youtube.com/channel/UCe-D...
3) German - https://www.youtube.com/c/Psych2GoDE/...
4) Indonesian - https://www.youtube.com/channel/UCwc1...
5) Russian - youtube.com/channel/UC4vMpG7hqxT0GCx2...
6) Vietnamese - https://www.youtube.com/channel/UCe-D...
7) Español - https://www.youtube.com/channel/UCl5O...
8) Hindi - https://www.youtube.com/channel/UCces...
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How to feed your dog (for health and longevity) - Ep181
#DrGundry #DogFood #ForeverDog
Full show notes and transcript: https://drgundry.com/forever-dog
Get a DOG! It’s my favorite ‘prescription’ to give patients. Dogs are wonderful companions, offer unconditional love and most importantly, they keep you active!
But just like we humans, dogs (and cats for that matter) are facing a major health crisis.
Obesity and disease are rampant in our four-legged friends. And sadly, they are developing health issues younger and younger.
But, it doesn’t have to be like this.
Just like I say that certain lifestyle and food choices can prevent and reverse ailments in humans…
You can do the same for your beloved pet, according to my guests.
I’m joined by Dr. Karen Shaw Becker, one of America’s most respected veterinarians and breed-specific nutrition expert...
And Rodney Habib, founder of Planet Paws, the largest pet health community on Facebook.
Their book, Forever Dog: Surprising New Science to Help Your Canine Companion Live Younger, Healthier and Longer, reveals simple changes you can make in your dog’s life to help them thrive and live to a healthy, ripe old age.
And who doesn’t want that for their pups, myself included!?
Thank you to our sponsors! Check them out:
Visit www.naturenatesllc.com, and use the code DRGUNDRY for 15% off your popped sorghum order.
As a Dr. Gundry Podcast listener, you get 15% off an annual membership! Go to www.MASTERCLASS.com/GUNDRY.
Visit www.DryFarmWines.com/GUNDRY for an extra bottle with your first order for just one cent!
Go to www.BLUblox.com and use code GUNDRY for 15% off your order of blue-blocking glasses.
Perfect holiday gift for the active man on your list - www.Tenthousand.cc and use code GUNDRY for 15% off.
On this episode you’ll learn:
What your vet is NOT telling you about the animal healthcare system - and how to better protect your pet from serious illness and disease (8:30)
The HUGE mistake 94% of dog parents make – and what YOU can do to instead to potential extend your pets life (12:25)
Expert advice on feeding your pet a raw diet (plus tips for making it as convenient and cost-effective as possible) (19:41)
Why fasting is NOT just for humans – and how reducing your dog's eating window could help extend their life (26:42)
Why most commercial treats actually harm your pet - and the BEST dog treats money can buy (hint: they’re inexpensive and likely already in your fridge) (37:04)
The common, but life-threatening mistake I made with my dog’s diet (and the simple change that saved her life) (46:00)
Mentioned on this episode:
Rodney & Dr. Becker’s Book: The Forever Dog
https://foreverdog.com/
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Underpants - Genocide (SPOILERS!!!)
LOUD AND EPILEPTIC WARNING
-PLEASE, YOU NEED TO PLAY UNDERTALE FOR MORE LAUGHS-
-PHONE OPTIONS BELOW!!!!-
http://undertale.com/
___
Normal ending -https://youtu.be/-SZcHYgv5Yg
True Ending - https://youtu.be/K_AeHbUkmSg
___
Chara's Voice
https://www.youtube.com/user/tomatokind
W.D's Voicce
https://www.youtube.com/channel/UC7ts...
Extra sound engineering
https://www.youtube.com/c/GaoGaiKingT...
ENTRY NUMBER SEVENTEEN MUSIC
https://www.youtube.com/user/ZettaSlo...
SANS DANCE
https://www.facebook.com/Sanguryart/?...
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------PHONE/ IPAD OPTION!!--------
-SPARE SANS?
YES: http://www.youtube.com/watch?v=GYcuvH...
NO: https://www.youtube.com/watch?v=Yw0Oe...
-ERASE: https://www.youtube.com/watch?v=Yw0Oe...
-DO NOT: https://www.youtube.com/watch?v=Yw0Oe...
-GIVE IT TO ME, AND I'LL BRING THIS WORLD BACK
YES: https://www.youtube.com/watch?v=Yw0Oe...
NO: https://www.youtube.com/watch?v=Nw6ef...
-YOU WILL GIVE ME YOUR SOUL... AND SUBSCRIBE TO SEÑOR PELO
YES AND SUBSCRIBE: https://www.youtube.com/watch?v=Yw0Oe...
NO: https://www.youtube.com/watch?v=XMh85...
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AFTER 5 MONTHS + 5 DAYS COS I GOT SICK IS FINALLY HERE!!!!! It was a wild and insane video to make and of course, funny!! this is the last animation of underpants, I am NOT going to make the other endings or AU animation, I am not interested in the AU of undertale and I can't do a bunch with the other endings, the Normal, True and Genocide are the real endings, just leting you know, but yeah, this was reaaaally funny to make, like all my videos!! I hope you like it and welp, let's end this series in the awesome way as posible!!! with a genocide!!!
...oh... and beware of the man who speaks in hands.
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srpelo.tumblr.com/
srpelo.deviantart.com/
twitter.com/_SrPelo_
www.facebook.com/123Pendejos
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If you want to react to any video, make a youtube poop, remix or even put it as a clip in one of your videos, is 100% ok for me, just put the credits in the description (links for the original video and channel)
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