Masterclass Certificate in NLP Data Visualization: Advanced Techniques
-- ViewingNowThe Masterclass Certificate in NLP Data Visualization: Advanced Techniques is a comprehensive course that focuses on teaching learners how to use Natural Language Processing (NLP) and data visualization to effectively communicate complex data insights. This course is vital in today's data-driven world, where the ability to interpret and present data is highly sought after by employers.
2,684+
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
⢠Unit 1: Introduction to NLP Data Visualization — Review of Natural Language Processing (NLP) basics, importance of data visualization in NLP, understanding different types of NLP data visualizations.
⢠Unit 2: Advanced Data Manipulation Techniques — Data cleaning, preprocessing, and transformation techniques for NLP data, handling missing and noisy data, working with unstructured data.
⢠Unit 3: Advanced Visualization Libraries — Exploring popular visualization libraries such as Matplotlib, Seaborn, Plotly, and Bokeh, their features, and capabilities.
⢠Unit 4: Interactive Visualizations — Creating interactive visualizations using Dash, Bokeh, and Plotly Dash, understanding user interactions, and customization options.
⢠Unit 5: Advanced Charting Techniques — Advanced charting techniques such as Sankey diagrams, Chord diagrams, Heatmaps, and Treemaps, their applications in NLP data visualization.
⢠Unit 6: Text Visualization Techniques — Exploring text visualization techniques such as Word Clouds, Tag Clouds, and Text Flow Diagrams, their applications in NLP data visualization.
⢠Unit 7: Data Storytelling — Understanding the principles of data storytelling, creating compelling narratives using NLP data visualizations, and presenting data in a meaningful way.
⢠Unit 8: Advanced Data Analysis — Advanced data analysis techniques such as sentiment analysis, topic modeling, and named entity recognition, their applications in NLP data visualization.
⢠Unit 9: Best Practices in NLP Data Visualization — Best practices in creating effective and meaningful NLP data visualizations, understanding the limitations and challenges, and overcoming them.
⢠Unit 10: Final Project — Students will create an end-to-end NLP data visualization project, demonstrating their understanding and mastery of the concepts covered in the course
ę˛˝ë Ľ 경ëĄ
ę˛˝ë Ľ ę˛˝ëĄ ěěą ě¤...
ě í ěęą´
- 죟ě ě ëí 기본 ě´í´
- ěě´ ě¸ě´ ëĽěë
- ěť´í¨í° ë° ě¸í°ëˇ ě ꡟ
- 기본 ěť´í¨í° 기ě
- ęłźě ěëŁě ëí íě
ěŹě ęłľě ěę˛Šě´ íěíě§ ěěľëë¤. ě ꡟěąě ěí´ ě¤ęłë ęłźě .
ęłźě ěí
ě´ ęłźě ě ę˛˝ë Ľ ę°ë°ě ěí ě¤ěŠě ě¸ ě§ěęłź 기ě ě ě ęłľíŠëë¤. ꡸ę˛ě:
- ě¸ě ë°ě 기ę´ě ěí´ ě¸ěŚëě§ ěě
- ęśíě´ ěë 기ę´ě ěí´ ęˇě ëě§ ěě
- ęłľě ě겊ě ëł´ěě
ęłźě ě ěąęłľě ěźëĄ ěëŁí늴 ěëŁ ě¸ěŚě뼟 ë°ę˛ ëŠëë¤.
ě ěŹëë¤ě´ ę˛˝ë Ľě ěí´ ě°ëŚŹëĽź ě ííëę°
댏롰 ëĄëŠ ě¤...
ě죟 돝ë ě§ëŹ¸
ě˝ě¤ ěę°ëŁ
- 죟 3-4ěę°
- 쥰기 ě¸ěŚě ë°°ěĄ
- ę°ë°Ší ëąëĄ - ě¸ě ë ě§ ěě
- 죟 2-3ěę°
- ě 기 ě¸ěŚě ë°°ěĄ
- ę°ë°Ší ëąëĄ - ě¸ě ë ě§ ěě
- ě 체 ě˝ě¤ ě ꡟ
- ëě§í¸ ě¸ěŚě
- ě˝ě¤ ěëŁ
ęłźě ě ëł´ ë°ę¸°
íěŹëĄ ě§ëś
ě´ ęłźě ě ëšěŠě ě§ëśí기 ěí´ íěŹëĽź ěí ě˛ęľŹě뼟 ěě˛íě¸ě.
ě˛ęľŹěëĄ ę˛°ě ę˛˝ë Ľ ě¸ěŚě íë
