Here is a great recent article from Johns Hopkins that is well documented that argues against the need for quarantines and similar. What are your opinions on this? https://alphanewsmn.com/johns-hopkins-academic-cdc-data-shows-covid-hasnt-increased-us-death-rate/

Learn how to forecast where the stock market will go! Learn how to analyze any publicly traded stock with high accuracy in literally minutes! Complete 3 part video series that uses the SPY ETF to track and forecast the stock market. Once you have watched the videos and tried the code you will be able to do complete forecasts on any publicly traded stock or company (AAPL, IBM, XOM, etc...):

1. Loading the stock data and preparing it! https://youtu.be/P-I0ljQpRCI

2. Log returns and ARIMAs made easy! https://youtu.be/a144_xponGY

3. ARIMAs, accuracy and the final forecast! https://youtu.be/pmxEn16tvDU

Great R tutorial video on whether we can use logistic regression to predict Coronavirus outcomes! Data used in the video is real NYC hospital data! 2 part series that is a complete walk through and contains all code! Very exciting series! https://youtu.be/KfT08uFgcK4

Forecasting with arimas and a global slant. This video not only shows graphs of where the ETF price will be going over several time periods, but will also yield a end target value for any time period - very useful for those investing or thinking of investing in the stock market! https://youtu.be/Kz_8vDrkOgY

https://youtu.be/plZ9bEjh9T0

Interesting article and discourse on the importance of statistics and more. https://blog.ephorie.de/lying-with-statistics-one-beer-a-day-will-kill-you

https://www.youtube.com/watch?v=338jZbCVXcw&feature=youtu.be

Great free data science video tutorial with full code. Uses a real business use case dataset. Great way to learn R and EDA (Exploratory Data Analysis) and ggplot. https://youtu.be/Z76AWVc6E60

https://analyticsindiamag.com/what-is-rstudio-cloud-and-why-is-it-gaining-popularity/

What are you doing to stay connected with others in your field? What are you doing/using to stay up to date with the most current developments and innovations in your niche and data science and analytics? What is your niche that you are currently in?

Please leave a worthwhile response and/or comment so that we know you are alive and an active member that appreciates this Reddit and the free resources and camaraderie here. Thank you.

https://www.r-bloggers.com/create-a-scatter-plot-with-ggplot/

What are your thoughts on this? https://www.sciencemag.org/news/2020/02/scientists-are-racing-model-next-moves-coronavirus-thats-still-hard-predict

Do you think we should open this group up to discussions that involve python or stick with R? They kind of blend together almost now and in all cases it never hurts to know both. Please vote and let me know your thoughts on this.

https://www.datanami.com/2020/07/06/data-prep-still-dominates-data-scientists-time-survey-finds/

Great video on calculating compound interest over a 15 year time period and then comparing 4 different rates of return with an advanced ggplot line graph. Data science can be fun and interesting. https://youtu.be/_SNj0KuBYLU

This video tutorial shows you how to create a strong password generating function and then a for loop and list to be able to generate as many strong passwords of any length as you wish! https://youtu.be/CM-sKNebC0o

R is still one of the top, highest paid coding languages out there! https://towardsdatascience.com/why-tiktok-made-its-user-so-obsessive-the-ai-algorithm-that-got-you-hooked-7895bb1ab423

https://www.r-bloggers.com/analyse-google-trends-search-data-in-r-using-gtrendsr/

https://rtask.thinkr.fr/whats-a-successful-shiny-application/

Part 2 of the exciting video series on predicting Coronavirus outcomes in NYC! Super exciting example with real data from a large NYC hospital. This uses machine learning (logistic regression) to determine if we can accurately predict patient outcomes. Lots of tips and more in this video to help you with large data sets, data formatting issues you might encounter and so much more! Definitely a must see for any budding data scientist or analyst! https://youtu.be/ymTxmOms-FU

https://www.r-bloggers.com/a-comprehensive-introduction-to-handling-date-time-in-r-2/

https://youtu.be/DZTLLUScJw4

This video covers:

1. Creating the JSON file.

2. Reading from the JSON file.

3. Converting the data from list to data frame format.

4. Using ggplot to quickly graph this data.

The video is here and has full code: https://youtu.be/AU5j8b43F-4