Columbia University
Machine Learning
Master the essentials of machine learning and algorithms to help improve learning from data without human intervention.
- edX
- Fixed dates
- Free to audit
- Paid certificate
- Advanced
Free online
Topic Modeling courses 5
Learn Topic Modeling online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
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University of Colorado Boulder
Unsupervised Text Classification for Marketing Analytics
Discover patterns in marketing text without predefined outcome labels by combining topic modeling with text-derived network analysis. Learners build and inspect TF-IDF representations, select topic counts and membership assumptions, evaluate and interpret topic solutions, and construct directed or…
Partner
- Coursera
- 14 hours
- Self-paced
- Paid · free trial
- Paid certificate
MIT OpenCourseWare
Manufacturing Systems Analysis
This course covers the following topics: models of manufacturing systems, including transfer lines and flexible manufacturing systems; calculation of performance measures, including throughput, in-process inventory, and meeting production commitments; real-time control of scheduling; effects of mac…
- MIT
- Self-paced
- Free course
- Advanced
University of Canterbury
Text Analytics 2: Visualizing Natural Language Processing
Extend your knowledge of the core techniques of computational linguistics by working through case-studies and visualizing their results.
- edX
- 6 weeks, 3 - 6 hours per week
- Self-paced
- Free to audit
- Paid certificate
- Beginner
Udacity
Computing With Natural Language Course
Learn advanced NLP methods including word embeddings, topic modeling, sentiment analysis, and attention-based RNNs. Apply these skills to design, train, and implement a machine translation system from start to finish.
Partner
- Udacity
- 5 minutes
- Self-paced
- Paid course
- Advanced