Skip to content
/ Inceptez-DS-Batch20 Public

This is the repository in which I will publish the notes I use in class!

1 star 23 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

Laxminarayen/Inceptez-DS-Batch20

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

81 Commits
1. PythonBasics
1. PythonBasics
 
 
10. Probability
10. Probability
 
 
11. Data Vis
11. Data Vis
 
 
12. Preprocessing
12. Preprocessing
 
 
13. Linear Regression
13. Linear Regression
 
 
14. BigMart
14. BigMart
 
 
15. Logistic Regression & KNN
15. Logistic Regression & KNN
 
 
16. Naive Bayes
16. Naive Bayes
 
 
17. Decision Trees
17. Decision Trees
 
 
18. Bagging - Random Forest
18. Bagging - Random Forest
 
 
19. SVM
19. SVM
 
 
2. Numpy
2. Numpy
 
 
20. PCA
20. PCA
 
 
21. Clustering
21. Clustering
 
 
22. Time Series
22. Time Series
 
 
23. Hackathon Solution
23. Hackathon Solution
 
 
24. Basics of NNs
24. Basics of NNs
 
 
25. CNN
25. CNN
 
 
26. Gradient Descents - Types
26. Gradient Descents - Types
 
 
27. Activation & Hyperparameter Tuning
27. Activation & Hyperparameter Tuning
 
 
28. RNN-LSTM
28. RNN-LSTM
 
 
29. LSTM-wordGen-BoW-TFIDF
29. LSTM-wordGen-BoW-TFIDF
 
 
3. Pandas
3. Pandas
 
 
30. Text Preprocessing + Unsupervised Sentiment Classification
30. Text Preprocessing + Unsupervised Sentiment Classification
 
 
31. Supervised Text Classification + Word2vec + Glove Embeddings
31. Supervised Text Classification + Word2vec + Glove Embeddings
 
 
32. Transformers
32. Transformers
 
 
33. Flask-app-build
33. Flask-app-build
 
 
34. App-Deployment-EC2-Docker-Streamlit
34. App-Deployment-EC2-Docker-Streamlit
 
 
4. Python Adv
4. Python Adv
 
 
5. Pandas Adv
5. Pandas Adv
 
 
6. Quiz
6. Quiz
 
 
7. Statisitcs - 1
7. Statisitcs - 1
 
 
8. Statistics - 2
8. Statistics - 2
 
 
9. Inferential_Stats
9. Inferential_Stats
 
 
Test
Test
 
 
datasets
datasets
 
 
.DS_Store
.DS_Store
 
 
.gitattributes
.gitattributes
 
 
.gitignore
.gitignore
 
 
Datewise_ML_Roadmap.xlsx
Datewise_ML_Roadmap.xlsx
 
 
README.md
README.md
 
 
~$Datewise_ML_Roadmap.xlsx
~$Datewise_ML_Roadmap.xlsx
 
 

Repository files navigation

Inceptez-DS-Batch20

This is the repository in which I will publish the notes I use in class!

About

This is the repository in which I will publish the notes I use in class!

Resources

Readme
Activity

Stars

1 star

Watchers

5 watching

Forks

23 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages