Intermediate6 Hours
A hands-on introduction to embeddings and transformer architecture
Master embeddings and transformer architecture hands-on — covering vectorization, N-gram analysis, and Word2Vec to build practical NLP skills.
$749Enroll Now
Struggling to understand the complexities of embeddings and transformer architecture?
Dive into our comprehensive course and unlock the secrets to mastering these fundamental concepts. Gain practical experience and enhance your understanding to leverage embeddings and transformer architecture effectively in your projects.
Skills you will learn
- Vectorization Techniques
- N-Gram Analysis
- Word2Vec Implementation
Course syllabus
Introduction to Embeddings and Vectorization Techniques
Advanced Vectorization and Local Context Capture
Semantic Encoding Techniques
Diving Deep into Text Embeddings
Hands-On Exercise: Working with Embeddings
Exploring Large Language Models and Transformer Architecture
Semantic Search: Beyond Lexical Limitations
Meet your instructors
Frequently asked questions
- Will I get a certificate upon completion?
- Yes, you will get a certified upon completion.
- How long does the course take to complete?
- Our quickest learners have completed the course as quickly as in 6 hours.
- What software and subscriptions are included in the registration fee?
- An assortment of software subscriptions worth $500, enhancing the value of the program. A repository of practice materials. A 12-month unlimited access to all learning resources, allowing for continuous learning and review.
- Are there prerequisites for enrollment?
- No specific prerequisites are required. The course is tailored to accommodate participants with varying levels of programming knowledge, providing a comprehensive learning path.
- Can I get support and guidance after the course?
- Yes, Data Science Dojo provides ongoing support and guidance to the course participants even after the program ends. This includes access to a community of fellow participants and instructors who can help answer questions and provide further assistance.
- If I have questions during the live instructor-led sessions or while working on homework?
- Yes, our live instructor-led sessions are interactive. During these sessions, students are encouraged to ask questions, and our instructors respond without rushing. Additionally, discussions within the scope of the topic being taught are actively encouraged. We understand that questions may arise during homework, and to assist with that, we have a discord channel to help unblock students between sessions. Rest assured, you won't have to figure everything out by yourself – we are committed to providing the support you need for a successful learning experience.
- Are the live sessions recorded for viewing later?
- Yes, each live session is recorded and made available to students for review a few days after it has taken place.
- How do I access the learning portal?
- Once you are registered for the program, you will receive a few emails from us. One of those emails will contain steps to create your learning portal account and access the program content.