Deep Learning with Python Course
Dive into deep learning using Python to create short text classifiers with CNNs, RNNs, and transformers. Gain skills in data preparation, feature engineering, model training and tuning, evaluation, explainability, and deployment of reliable, ethical NLP models for practical applications in tech environments.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course teaches building precise short-text classifiers using Python. You'll source datasets, preprocess text through cleaning and tokenisation, craft effective features, and implement CNN, RNN, and transformer models. Master hyperparameter tuning, imbalance management, proper evaluation metrics, model explainability, and deploying efficient models with monitoring and ethical practices.
Elevify advantages
Develop skills
- Build strong short-text classifiers using CNN, RNN, and transformer architectures.
- Develop impactful text features via tokenisation, embeddings, and data cleaning.
- Create reliable NLP pipelines with proper data splits, versioning, and augmentation.
- Optimise deep learning with hyperparameter tuning and performance monitoring.
- Deploy efficient, ethical models featuring low latency and high explainability.
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
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André FelipePrompt Engineering Student
FAQ
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course