Net Course
I-unlock ang potensyal ng iyong tech career sa Net Course, na idinisenyo para sa mga technology professionals na sabik na maging eksperto sa text classification at data analysis. Sumisid sa model training, evaluation, at optimization na may hands-on practice sa cross-validation, feature selection, at hyperparameter tuning. Pagbutihin ang iyong skills sa data preprocessing, feature extraction, at machine learning models gaya ng Naive Bayes at SVM. Magkaroon ng insights sa ethical data collection at effective documentation, para masigurong handa ka sa mga real-world challenges.
flexible workload of 4 to 360h
certificate recognized by the MEC
What will I learn?
I-unlock ang potensyal ng iyong tech career sa Net Course, na idinisenyo para sa mga technology professionals na sabik na maging eksperto sa text classification at data analysis. Sumisid sa model training, evaluation, at optimization na may hands-on practice sa cross-validation, feature selection, at hyperparameter tuning. Pagbutihin ang iyong skills sa data preprocessing, feature extraction, at machine learning models gaya ng Naive Bayes at SVM. Magkaroon ng insights sa ethical data collection at effective documentation, para masigurong handa ka sa mga real-world challenges.
Elevify advantages
Develop skills
- Master ang data preprocessing: I-tokenize, i-normalize, at linisin ang text data nang efficiently.
- I-optimize ang mga models: I-implement ang feature selection at hyperparameter tuning.
- I-evaluate ang performance: Gumamit ng accuracy, precision, recall, at F1-score metrics.
- I-extract ang features: I-apply ang TF-IDF, Word2Vec, at Bag of Words techniques.
- Bumuo ng classifiers: Mag-develop ng Naive Bayes, SVM, at neural network models.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workloadWhat our students say
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