Shane

Data Scientist | Tech Enthusiast | Nature Explorer | Music Lover

[Shane @Shane_Does_Data]

Anyone else participating in Interview Master’s SQL Advent Calendar?

Follow my journey here: https://t.co/mRKl3qz0rp

#SQL #InterviewMaster #Data #SqlAdventCalendar

[Shane @Shane_Does_Data]

Starting a new journey of Relearning Data Science From The Ground Up 🧠

Not because I forgot, but because I want to understand better 💡

I’ll be documenting my journey here, one topic at a time 📚

#Data #DataScience #LearningInPublic

[Shane @Shane_Does_Data]

@NVIDIAGeForce GeForce Day

[Shane @Shane_Does_Data]

Feature engineering turns raw data into powerful model inputs! Try one-hot encoding, scaling, or interaction terms to boost performance.
What’s your favorite technique?
#FeatureEngineering #DataScience #MachineLearning #AI #DataAnalytics #MLTips #BigData #Kaggle #Python

[Job Corner @JOBCORNER247]

Free Certification Courses to Learn Data Science in 2025:

1. Python
🔗 https://t.co/dIF8TuaOLu

2. SQL
🔗 https://t.co/Ge4bFjars9

3. Statistics and R
🔗 https://t.co/41ya4HlxPS

4. Data Science: R Basics
🔗https://t.co/56xixoYoMg

5. Excel and PowerBI
🔗 https://t.co/oWULVWbQPg

6. Data Science: Visualization
🔗https://t.co/eQ7buwP4QU

7. Data Science: Machine Learning
🔗https://t.co/RYTIF3cocp

8. R
🔗https://t.co/aPvThGhFHw

9. Tableau
🔗https://t.co/94KUoem3Bf

10. PowerBI
🔗 https://t.co/gOV6kIG2kQ

11. Data Science: Productivity Tools
🔗 https://t.co/0fvxcgIQ4W

12. Data Science: Probability
🔗https://t.co/J0eC5jlOGX

13. Mathematics
🔗https://t.co/b62getHyo7

14. Statistics
🔗 https://t.co/Y82ToFqsFs

15. Data Visualization
🔗https://t.co/Yz8e2T6mdn

16. Machine Learning
🔗 https://t.co/VoHcNGJvfC

17. Deep Learning
🔗 https://t.co/TY3cjGHXdK

18. Data Science: Linear Regression
🔗https://t.co/5N2UOWUgxw

19. Data Science: Wrangling
🔗https://t.co/zTsUAAn1hE

20. Linear Algebra
🔗 https://t.co/UPNbNapSf0

21. Probability
🔗 https://t.co/UdOPPPyYJ8

22. Introduction to Linear Models and Matrix Algebra
🔗https://t.co/3hOAvinvhe

23. Data Science: Capstone
🔗 https://t.co/ac8w6CLS9T

24. Data Analysis
🔗 https://t.co/tKh5FYjMRM

25. IBM Data Science Professional Certificate
https://t.co/gFsFS3B6zu

26. Neural Networks and Deep Learning
https://t.co/SPyU710NvG

27. Supervised Machine Learning: Regression and Classification
https://t.co/ATOsYimRAJ

[Shane @Shane_Does_Data]

@Krishnasagrawal Great cheat sheet! It’s always humbling having to look up a forgotten command 😂

[The Ultimate AI Expert @TheUltimate_AI]

Dear Data Analyst/Scientist.

Read these books and you'll be miles ahead in your Data journey.

To get it:

1. Follow me (so I can DM you)
2. Like and retweet
3. Reply with "Data"

[Shane @Shane_Does_Data]

@TheUltimate_AI Data

[Shane @Shane_Does_Data]

🤔 What’s your favorite EDA tip or tool? Share your tricks and let’s learn together!
#DataScienceCommunity

[Shane @Shane_Does_Data]

🔍 Exploratory Data Analysis (EDA) is your first step to understanding data. Discover distributions, spot outliers, and find relationships before modeling.
Let’s break down key EDA steps!
#EDA #DataScience

[Shane @Shane_Does_Data]

💡 Correlations matter! Use heatmaps and correlation matrices to see feature relationships and avoid multicollinearity in your models.
#FeatureEngineering

[Shane @Shane_Does_Data]

❓ Missing data alert! Use `df.isnull().sum()` to spot gaps. Decide to impute, drop, or flag missing values thoughtfully to avoid bias.
#DataCleaning

[Shane @Shane_Does_Data]

📉 Visualize with histograms, box plots, and scatter plots. Tools like Seaborn & Matplotlib make insights pop! Visuals reveal patterns numbers alone can’t.
#DataViz

[Shane @Shane_Does_Data]

📊 Start with summary stats: mean, median, std dev, min/max. Use Pandas `.describe()` to get a quick snapshot of your data’s shape.
#DataAnalysis

[Shane @Shane_Does_Data]

@Piyushkumar420 Data

[Asif Razzaq @asifrazzaq1988]

Mathematics For Machine Learning Course (FREE)
https://t.co/gxDrjy9p0C
#ArtificialIntelligence #MachineLearning #DeepLearning #Mathematics #Statistics

[Data Science Dojo @DataScienceDojo]

💥 A set of useful data science & machine learning cheat sheets for interviews: https://t.co/FJYHm5spPB

#DataScience #MachineLearning #Interviews

[/MachineLearning @slashML]

Deep Learning Interviews: Hundreds of fully solved job interview questions from a wide range of key topics in AI https://t.co/j10IydyVVd

[Victoriano Izquierdo @victorianoi]

Here is a list of some of my favorite data YouTubers and Streamers:

- Data science in the real world/sports @nickwan
- How to become a data scientist @KenJee_DS
- Practical data analytics @DaveOnData
- Data Science lifestyle @SeattleDataGuy

More 👇
https://t.co/lxnqAvnm1I

[KDnuggets @kdnuggets]

Develop Your Weather Application with #Python in Less Than 10 Lines https://t.co/NjlcarSDGE