Net Course
Unlock the potential of your tech career with the Net Course, designed for technology professionals eager to master text classification and data analysis. Dive into model training, evaluation, and optimization with hands-on practice in cross-validation, feature selection, and hyperparameter tuning. Enhance your skills in data preprocessing, feature extraction, and machine learning models like Naive Bayes and SVM. Gain insights into ethical data collection and effective documentation, ensuring you're equipped for real-world challenges.
from 4 to 360h flexible workload
certificate recognized by MEC
What will I learn?
Unlock the potential of your tech career with the Net Course, designed for technology professionals eager to master text classification and data analysis. Dive into model training, evaluation, and optimization with hands-on practice in cross-validation, feature selection, and hyperparameter tuning. Enhance your skills in data preprocessing, feature extraction, and machine learning models like Naive Bayes and SVM. Gain insights into ethical data collection and effective documentation, ensuring you're equipped for real-world challenges.
Elevify advantages
Develop skills
- Master data preprocessing: Tokenize, normalize, and clean text data efficiently.
- Optimize models: Implement feature selection and hyperparameter tuning.
- Evaluate performance: Use accuracy, precision, recall, and F1-score metrics.
- Extract features: Apply TF-IDF, Word2Vec, and Bag of Words techniques.
- Build classifiers: Develop Naive Bayes, SVM, and neural network models.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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