Net Course
Unlock the potential of your tech career with the Net Course, tailored for technology professionals keen to master text classification and data analysis. Delve into model training, evaluation, and optimisation with hands-on practice in cross-validation, feature selection, and hyperparameter tuning. Enhance your skills in data pre-processing, 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 that are present in Pakistan.

flexible workload from 4 to 360h
certificate recognized by the MEC
What will I learn?
Unlock the potential of your tech career with the Net Course, tailored for technology professionals keen to master text classification and data analysis. Delve into model training, evaluation, and optimisation with hands-on practice in cross-validation, feature selection, and hyperparameter tuning. Enhance your skills in data pre-processing, 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 that are present in Pakistan.
Elevify advantages
Develop skills
- Master data pre-processing: Tokenize, normalise, and clean text data efficiently.
- Optimise 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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