Global Certificate in Topic Modeling for Sustainable Development
-- ViewingNowThe Global Certificate in Topic Modeling for Sustainable Development is a comprehensive course that equips learners with essential skills to tackle complex sustainability challenges. This course is vital in today's data-driven world, where businesses and organizations strive to make informed decisions for sustainable development.
5,485+
Students enrolled
GBP £ 140
GBP £ 202
Save 44% with our special offer
ě´ ęłźě ě ëí´
100% ě¨ëźě¸
ě´ëěë íěľ
ęłľě ę°ëĽí ě¸ěŚě
LinkedIn íëĄíě ěśę°
ěëŁęšě§ 2ę°ě
죟 2-3ěę°
ě¸ě ë ěě
ë기 ę¸°ę° ěě
ęłźě ě¸ëśěŹí
⢠Introduction to Topic Modeling: Defining topic modeling, its applications, and significance in data analysis.
⢠Data Preparation for Topic Modeling: Data cleaning, pre-processing, and formatting for topic modeling.
⢠Latent Dirichlet Allocation (LDA): Understanding LDA, its mathematical foundations, and implementation.
⢠Non-Negative Matrix Factorization (NMF): Exploring NMF, its differences with LDA, and applications.
⢠Topic Coherence and Model Evaluation: Measuring topic coherence, model selection, and evaluation techniques.
⢠Topic Modeling in Python: Hands-on experience with Python libraries for topic modeling.
⢠Visualization of Topic Models: Techniques for visualizing topic models and interpreting results.
⢠Topic Modeling for Sustainable Development: Real-world applications, challenges, and opportunities for topic modeling in sustainable development.
⢠Ethical Considerations in Topic Modeling: Addressing ethical concerns, data privacy, and potential biases in topic modeling.
ę˛˝ë Ľ 경ëĄ
