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Colab: https://colab.research.google.com/dri...
💾 Data: https://www.kaggle.com/datasets/fokla...
👇 Topics are covered in this video:
✔️Russia-Ukraine war - Tweets Analysis
✔️ Sentiment Analysis
✔️Most used Hashtags
✔️Text Cleaning
✔️How to used data directly from kaggle to colab notebook
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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