- Видео 84
- Просмотров 3 328
Lets learn Data Science together
Добавлен 27 авг 2023
These days, the world is generating data in the scale of Zeta Bytes, and if we add all data before 2010, they would possibly be less than 0.1 Zeta Byte. Data Science is therefore emerging as a very important discipline, as somebody has to answer how to best utilize these massive wave of data which is going to be even bigger and faster in the coming days.
The objective of the Channel is to explain Data Science concepts in simpler words, so people with various background gets something from it. At the end of the day, we have to coexist with these Oceans of data.
The objective of the Channel is to explain Data Science concepts in simpler words, so people with various background gets something from it. At the end of the day, we have to coexist with these Oceans of data.
Final course review (CIS 635-04, Fall 2024)
Final course review (CIS 635-04, Fall 2024); #KDD, #datamining #knowledgediscovery
Просмотров: 12
Видео
Introduction to Neural Networks
Просмотров 1621 день назад
Introduction to Neural Networks (Feed Forward Neural Network) #neuralnetworks #introduction #machinelearning
Week fourteen and fifteen (14 & 15) plan and overview
Просмотров 26Месяц назад
Week fourteen and fifteen (14 & 15) plan and overview. This also include details about your final project (presentation, codebase and documentation) and final exam.
Recommender system (Collaborative Filtering)
Просмотров 13Месяц назад
Recommender system (Collaborative Filtering)
Week thirteen and fourteen (13 & 14) plan and overview
Просмотров 9Месяц назад
Week thirteen and fourteen (13 & 14) plan and overview
sequential (time series) cross validation
Просмотров 5Месяц назад
sequential (time series) cross validation
Introduction to time series modeling (part 2)
Просмотров 6Месяц назад
Introduction to time series modeling (part 2)
Introduction to time series modeling (part 1)
Просмотров 14Месяц назад
Introduction to time series modeling (part 1)
Model generalization through k-fold cross validation
Просмотров 9Месяц назад
Model generalization through k-fold cross validation Associated notebook: github.com/mdkamrulhasan/data_mining_kdd/blob/main/notebooks/Classification_breast_cancer.ipynb
Dimensionality reduction, part-3 (Singular Value Decomposition)
Просмотров 18Месяц назад
Dimensionality reduction, part-2 (Singular Value Decomposition) Associated Notebook: github.com/mdkamrulhasan/data_mining_kdd/blob/main/notebooks/Classification_digitis_MNIST_SVD.ipynb
Dimensionality reduction, part-2 (Principal Component Analysis)
Просмотров 42Месяц назад
Dimensionality reduction, part-2 (Principal Component Analysis) Associated notebook: github.com/mdkamrulhasan/data_mining_kdd/blob/main/notebooks/Classification_digitis_MNIST_pca.ipynb
Dimensionality reduction, part-1 (Curse of Dimensionality Problem)
Просмотров 9Месяц назад
Dimensionality reduction, part-1 (Curse of Dimensionality Problem)
Data/feature scaling (min-max scaler, Standard scaler)
Просмотров 3Месяц назад
Data/feature scaling (min-max scaler, Standard scaler)
Week eleven (11) plan and overview, including modeling assignment details.
Просмотров 9Месяц назад
Week eleven (11) plan and overview, including modeling assignment details.
How to choose the optimal number of clusters?
Просмотров 38Месяц назад
How to choose the optimal number of clusters?
Introduction to Support Vector Machines (SVMs)
Просмотров 20Месяц назад
Introduction to Support Vector Machines (SVMs)
Introduction to Ensemble learning (Random Forest, Boosting)
Просмотров 222 месяца назад
Introduction to Ensemble learning (Random Forest, Boosting)
Data imbalance problem, what evaluation metrics should we use (notebook presentation)?
Просмотров 72 месяца назад
Data imbalance problem, what evaluation metrics should we use (notebook presentation)?
Data imbalance problem, how to deal with it and what evaluation metrics should we use?
Просмотров 132 месяца назад
Data imbalance problem, how to deal with it and what evaluation metrics should we use?
Read and write data from your Google Drive Space
Просмотров 582 месяца назад
Read and write data from your Google Drive Space
Great analysis, thank you! Just a quick off-topic question: My OKX wallet holds some USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). How should I go about transferring them to Binance?
Such creativity!