Day 9 of #ML
--> Worked with the Breast Cancer Wisconsin dataset(569 samples,30 features)
--> Learned about validation / train and test split & the holdout method
--> Understood its limitation (risk of overfitting if test set reused)
--> Intro to k-fold cross-validation.
Reset. Restart. Refocus.
Wasted 10 days 😢
but back on track again.
Day 8 of #ML
-->Wrapped up Ch.5 with (t-SNE) t-distributed stochastic neighbour
& started Ch.6
--> today I dived into : (Pipelines + Cross-validation intro).
Tomorrow: Cross-validation techniques."
Reset. Restart. Refocus.
Wasted 10 days 😢
but back on track again.
Day 8 of #ML
-->Wrapped up Ch.5 with (t-SNE) t-distributed stochastic neighbour
& started Ch.6
--> today I dived into : (Pipelines + Cross-validation intro).
Tomorrow: Cross-validation techniques." https://t.co/5AzZEC5qWc
Day 7 of #ML
Yesterday = Zero progress 😭
-My Engineering exams just got over and so.....
Took a chill day(about Yesterday): watched Barça’s match , played eFootball and relaxed😭
Back to the book today
Let’s keep the streak going
Reading this quote after wasting My day😭
Day 7 of #ML
Yesterday = Zero progress 😭
-My Engineering exams just got over and so.....
Took a chill day(about Yesterday): watched Barça’s match , played eFootball and relaxed😭
Back to the book today
Let’s keep the streak going
Reading this quote after wasting My day😭 https://t.co/FtjFW3FuDp
Day 6 Of Posting #ML Journey On twitter.
Topics Learnt Today :
-->Non-Linear Dimensionality Reduction and Visualization
-->Visualizing data via distributed stochastic neighbour embedding
Almost done with the chapter now, Will wrap it up by tomorrow.
Good night 😴💤
Day 4 of #ML
--> Implemented LDA using sklearn
Almost similar to PCA, but key difference:
-->PCA → Finds axes of maximum variance.
-->LDA → Finds subspace that maximizes class separability.
Apart from this My Day went really bad 😞 but we still keep going.
Why does it feel like every coder here is an anime fan?
Are there any tech Football fans, don't leave me hanging alone! ⚽️😂
#FootballTwitter#TechTwitter
Day 3 Of #ML
->Wrapped Up PCA
1)Decomposed Covariance Matrix to eigenpairs.
2)Transformed dataset into k-dimensional subspace (Feature Transformation)
2)Implemented PCA using Sklearn
3) Checked Feature Contributions
Next: Linear Discriminant Analysis (LDA)
DAY 2
Started The 5th chapter Of #ML book.
Topics Learnt Today⬇️
1) Intro To Unsupervised Dimensionality Reduction via Principal Component Analysis
2)PCA algorithm
3) decomposed covariance matrix into eigen pairs.
4) Extracting Principal Components
5)Total and explained Variance
DAY 1
-> Done with the 4th chapter of #ML book "Data preprocessing and Data handling"
-Learn the basics of how to handle the missing values and cleaning of the data.
-Worked With the "Wine Data Set"
Nothing else
No different or hard concepts were there in this chapter.
That's it
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1K Followers 2K FollowingEEE'26 | schrodinger pro max mini lite v69.69 | ML ,DL,Backend ,Electronics(tweaking is my love:) ) | Team @AskEagleUpdate | High on caffeine...
2K Followers 1K FollowingHi, I am Srishti.
Aspiring Data Scientist l soft tech soul.
I post about:
-data analytics and ML
-skincare + soft glow
- life while learning gently follow along
385 Followers 990 FollowingWeb Developer 💻 | MERN Stack Enthusiast 🚀 | Building cool projects 🦾| one line of code at a time 👨💻 | Sharing my journey in tech ✨
18K Followers 16K FollowingFreeBSD advocate who is heavily into Ansible, BGP (AS20621), DevOps, Kubernetes, Proxmox, XCP-ng, Python, Rust & RISC-V and builds own decentralized solutions.
148 Followers 175 Following(19)-Personified musician, interested in programming not by choice |
I'd appreciate a follow back :) |
shitposter passionate.
1K Followers 2K FollowingEEE'26 | schrodinger pro max mini lite v69.69 | ML ,DL,Backend ,Electronics(tweaking is my love:) ) | Team @AskEagleUpdate | High on caffeine...