Matthew Stone

MBA Graduate - Willamette University | Student Athlete | Data Science Enthusiast & Practitioner | Sigma Chi - Delta Zeta | [email protected]

[Matthew Stone @Mm_Stone124]

Data Warehouse VS Data Lakes

Similarities:
- Stores data

Differences:
- Processed VS Raw data
- Users: BI VS DS
- Purpose VS No Purpose
- Costly & hard to change data VS Easy accessibility

Tools
DW: AWS Redshift, Snowflake, Google BigQuery
DL: AWS Data Lake, Azure Data Lake

[Towards Data Science @TDataScience]

How to Collect Data from any Website by @_Marco_Santos_ https://t.co/UBdGMMqrP5

[Towards Data Science @TDataScience]

5 Machine Learning Algorithms You Need To Know in 2020 by Prem Kumar https://t.co/3uu9nMQORE

[Matthew Stone @Mm_Stone124]

How to budget money: Financial planners use 'buckets' and auto-save - Business Insider https://t.co/qMmTGqjeQk

[Business Insider @BusinessInsider]

"As I had only $700 a month after rent and my savings to spend each month, I had to be mindful and prudent with my spending" https://t.co/uyadHSvmaM

[Towards Data Science @TDataScience]

Top 10 Data Science Leaders You Should Follow in 2020 by Admond Lee https://t.co/u0V8X3AVkR

[Towards Data Science @TDataScience]

Speed up your Numpy and Pandas with NumExpr package https://t.co/4zZ3smEsWT

[Towards Data Science @TDataScience]

Why TikTok made its user so obsessive? The AI Algorithm that got you hooked https://t.co/vAr6Ahw0qU

[Towards Data Science @TDataScience]

7 questions you should ask yourself before starting any data science project by @katemarielewis https://t.co/gJzWQAodqf

[Towards Data Science @TDataScience]

Powerful EDA (Exploratory Data Analysis) in just two lines of code using Sweetviz by Francois Bertrand https://t.co/oReYPfrNCi

[Towards Data Science @TDataScience]

Pandas Tricks that Expedite Data Analysis Process by Soner Yıldırım https://t.co/PPpNoggPs2

[Cassie Kozyrkov @decisionleader]

When not to use #MachineLearning / #AI:
*you're not automating
*no data
*you can look up the answer
*there's no pattern that connects inputs & outputs
*you can find a recipe today but it won't apply tomorrow (nonstationarity)

#ML #rstats #DataScience
https://t.co/GY8N4VJhr6

[Towards Data Science @TDataScience]

How to Build a Data Science Portfolio Website https://t.co/2wLwuboVul

[Towards Data Science @TDataScience]

9-Minutes to a Data Science Portfolio Website https://t.co/JCBBU5d8gx

[Towards Data Science @TDataScience]

Explain Big Data to a Six-Year-Old https://t.co/qaxR07WkaL

[Matthew Stone @Mm_Stone124]

https://t.co/TyVq1hBaaA

[Towards Data Science @TDataScience]

Using k-nearest neighbours to predict the genre of Spotify tracks https://t.co/bLiaYIJoye

[Towards Data Science @TDataScience]

Forecasting S&P 500 Stock Index Using Classification Models https://t.co/F2162ut0Tx

[Towards Data Science @TDataScience]

Top courses & books to learn Data Science during Quarantine by @OKharkovyna https://t.co/yWaXA68Qt6

[Towards Data Science @TDataScience]

Bagging…? Boosting…? Bootstrapping…? https://t.co/pvZi6stYrE