SMS Spam Detection | Machine Learning Projects for Beginners | #11

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GitHub: https://github.com/rajkrishna92/Machi...
💻 Code: https://github.com/rajkrishna92/Machi...
💾 Data: https://github.com/rajkrishna92/Machi...

👇 Topics are covered in this video:
✔️importing the libraries
✔️read the data set
✔️Plot
✔️Implementation of Bag of Words Approach
✔️Data pre-processing
✔️Implementation of Naïve Bayes Machine Learning Algorithm
✔️Evaluating our SMS Spam Detection Model

Previous Series:
👉 Mathematics for Data Science (https://mathematicalml.wixsite.com/ma...)
1) Probability and Statistics for Data Science
2) Solving Optimization Problems
3) Linear Algebra and Learning from Data by Gilbert Strang

👉 Supervised Learning Models (https://mathematicalml.wixsite.com/ma...)
1) K-Nearest Neighbors
2) Naïve Bayes Classifiers
3) Logistic Regression
4) Linear Regression
5) Support Vector Machine
6) Decision Tree
7) Ensemble Models

👉 Unsupervised Learning Models(https://mathematicalml.wixsite.com/ma...)
1) K Means Clustering
2) Hierarchical Clustering
3) Density-based Clustering (DBSCAN)

👉 Recommendation System & Matrix Factorization(https://mathematicalml.wixsite.com/ma...)
👉Natural Language Processing(https://mathematicalml.wixsite.com/ma...)

👉 Productionization and deployment of ML Models(https://mathematicalml.wixsite.com/ma...)
1) Feature Engineering
2)Productionization and Deployment of ML Models

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