Introduction to Data and Text Mining using DSTK 3
DSTK - DataScience ToolKit 3 is a set of data and text mining softwares developed closely with the CRISP DM Model. DSTK 3 offers data visualization, statistical analysis, text analysis for Data Understanding stage, Normalization, and Text Preprocessing for Data Preparation Stage, Modeling, Evaluation, and Deployment with machine learning and statistical learning algorithms.
This introduction course will instill you with data and text mining fundamentals using DSTK 3 software.
This course is based on my ebooks at SVBook.
Who this course is for:
- Beginner data analyst
- 10:29Getting Started 1
- 15:13Getting Started 2
- 25:15Data Understanding with DSTK Script Writer
- 10:09Data Preparation with DSTK ScriptWriter
- 17:20Model, Evaluation, Deployment with DSTK ScriptWriter
- 25:48DSTK Studio Essentials
- 32:30DSTK Text Explorer Essentials and Conclusion
SVBook Pte. Ltd. started in April 2016. SVBook Pte. Ltd. offers affordable, easy to read Data Mining, Text Mining, Data Analytics, Programming books for professional and lifelong learning. SVBook Pte. Ltd. offers courses at EMHAcademy. SVBook Pte. Ltd. developed softwares over the time, and uploaded them at DSTK_Tech. SVBook Pte. Ltd. courses, books and softwares assists people to step into new fields of Data Science, Internet of Things, Smart Cities and etc. before going into more advanced courses at Coursera and EdX, which are at University Level.