Minerva Singh Courses
Explainable AI (XAI) For Generative AI
4.4 (10,448 Reviews)
Provider: Udemy
Time: 2.8h- 2026
$19.99
VisitCore Spatial Data Analysis: Introductory GIS with R and QGIS
4.2 (2,392 Reviews)
Provider: Udemy
Time: 2.7h- 2025
$13.99
VisitArcGIS Desktop For Spatial Analysis: Go From Basic To Pro
4.6 (2,253 Reviews)
Provider: Udemy
Time: 5h- 2025
$94.99
VisitIntroduction to Large Language Models (LLMs) In Python
4.5 (2,212 Reviews)
Provider: Udemy
Time: 2.9h- 2025
$19.99
VisitComplete Data Science Training with Python for Data Analysis
4.3 (2,204 Reviews)
Provider: Udemy
Time: 13.1h- 2025
$12.99
VisitApplied Statistical Modeling for Data Analysis in R
4.4 (2,049 Reviews)
Provider: Udemy
Time: 10h- 2025
$99.99
VisitComplete Google Earth Engine for Remote Sensing & GIS
4.5 (1,591 Reviews)
Provider: Udemy
Time: 5.6h- 2025
$94.99
VisitStart Doing Data Analytics With PowerBI in Under TWO Hours
4.6 (1,499 Reviews)
Provider: Udemy
Time: 1.4h- 2025
$54.99
VisitComplete Data Wrangling & Data Visualisation With Python
4.3 (1,186 Reviews)
Provider: Udemy
Time: 6.5h- 2025
$11.99
VisitComplete Time Series Analysis With Python
4.4 (1,142 Reviews)
Provider: Udemy
Time: 4.4h- 2025
$59.99
VisitProject Based Python Programming For Newbies & Beginners
4.6 (997 Reviews)
Provider: Udemy
Time: 5.2h- 2025
$18.99
VisitText Mining and Natural Language Processing in R
4.8 (877 Reviews)
Provider: Udemy
Time: 8.8h- 2025
$84.99
VisitComplete Excel Data Analysis Bootcamp For Beginners
4.4 (837 Reviews)
Provider: Udemy
Time: 2.5h- 2025
$49.99
VisitBuilding Intelligent AI Agents with Vertex AI and Google
4.3 (784 Reviews)
Provider: Udemy
Time: 2.1h- 2025
$19.99
VisitSéries Temporais e Analises Preditivas com Python
4.4 (782 Reviews)
Provider: Udemy
Time: 7.7h- 2025
$19.99
VisitSpecies Distribution Models with GIS & Machine Learning in R
4.2 (713 Reviews)
Provider: Udemy
Time: 4h- 2025
$59.99
VisitComplete Python Based Image Processing and Computer Vision
4.3 (674 Reviews)
Provider: Udemy
Time: 5.8h- 2024
$69.99
Visit[Intermediate] Spatial Data Analysis with R, QGIS & More
4.3 (644 Reviews)
Provider: Udemy
Time: 5.1h- 2025
$69.99
VisitRegression Analysis for Statistics & Machine Learning in R
4.4 (564 Reviews)
Provider: Udemy
Time: 7.7h- 2025
$79.99
VisitText Analysis and Natural Language Processing With Python
4.3 (550 Reviews)
Provider: Udemy
Time: 5h- 2024
$69.99
VisitTensorflow and Keras For Neural Networks and Deep Learning
4.4 (546 Reviews)
Provider: Udemy
Time: 8h- 2024
$69.99
VisitClustering & Classification With Machine Learning In Python
4.4 (535 Reviews)
Provider: Udemy
Time: 6.1h- 2022
$54.99
VisitData Science:Data Mining & Natural Language Processing in R
4.4 (479 Reviews)
Provider: Udemy
Time: 13.3h- 2025
$79.99
VisitPractical QGIS For Spatial Data Analysis: Beginner to Expert
4.6 (466 Reviews)
Provider: Udemy
Time: 4.5h- 2025
$89.99
VisitComplete Time Series Data Analysis Bootcamp In R
4.6 (448 Reviews)
Provider: Udemy
Time: 5.7h- 2025
$64.99
VisitSatellite Remote Sensing Data Bootcamp With Opensource Tools
4.3 (427 Reviews)
Provider: Udemy
Time: 4.3h- 2025
$79.99
VisitTensorflow Deep Learning - Data Science in Python
4.6 (360 Reviews)
Provider: Udemy
Time: 7.3h- 2022
$59.99
VisitAdvanced Google Earth Engine(GEE) For Spatial Data Analysis
4.3 (359 Reviews)
Provider: Udemy
Time: 6.6h- 2025
$59.99
VisitComplete PySpark & Google Colab Primer For Data Science
4.5 (326 Reviews)
Provider: Udemy
Time: 4.4h- 2024
$59.99
VisitPyTorch Tutorial - Neural Networks & Deep Learning in Python
4.7 (318 Reviews)
Provider: Udemy
Time: 6.6h- 2024
$69.99
VisitGoogle Data Studio For Data Analytics, Business Intelligence
4.4 (307 Reviews)
Provider: Udemy
Time: 3.4h- 2025
$54.99
VisitTidy Data: Updated Data Processing With tidyr and dplyr in R
4.4 (257 Reviews)
Provider: Udemy
Time: 4.6h- 2025
$59.99
VisitPython Regression Analysis: Statistics & Machine Learning
4.5 (251 Reviews)
Provider: Udemy
Time: 6.5h- 2023
$64.99
VisitClustering & Classification With Machine Learning In R
4.5 (243 Reviews)
Provider: Udemy
Time: 8.1h- 2022
$79.99
VisitPractical Neural Networks & Deep Learning In R
4.6 (235 Reviews)
Provider: Udemy
Time: 5.6h- 2021
$54.99
VisitComplete Data Wrangling & Data Visualisation In R
4.3 (234 Reviews)
Provider: Udemy
Time: 6.3h- 2025
$79.99
VisitGeospatial APIs For Data Science Applications In Python
4.3 (224 Reviews)
Provider: Udemy
Time: 6h- 2025
$64.99
VisitBuild Production-Ready Machine Learning Systems on Google
4.5 (215 Reviews)
Provider: Udemy
Time: 3.1h- 2024
$34.99
VisitComplete Deep Learning In R With Keras & Others
4.6 (213 Reviews)
Provider: Udemy
Time: 7.9h- 2019
$69.99
VisitAI for Suspicious Activity Monitoring
4.2 (213 Reviews)
Provider: Udemy
Time: 2.6h- 2025
$19.99
VisitEssential Excel For Business Statistics and Data Analytics
4.2 (202 Reviews)
Provider: Udemy
Time: 3.6h- 2025
$54.99
VisitPractical Financial Data Analysis With Python Data Science
4.2 (194 Reviews)
Provider: Udemy
Time: 6.1h- 2024
$69.99
VisitComplete Keras Bootcamp For Deep Learning in Python
4.4 (187 Reviews)
Provider: Udemy
Time: 4.3h- 2024
$54.99
VisitRecommendation Systems With Terraform On Google Cloud
4.5 (179 Reviews)
Provider: Udemy
Time: 3.3h- 2024
$44.99
VisitComplete Machine Learning and Deep Learning With H2O in R
4.5 (149 Reviews)
Provider: Udemy
Time: 4.4h- 2023
$84.99
VisitMaster LLM Optimization: Boost AI Performance & Efficiency
4.3 (131 Reviews)
Provider: Udemy
Time: 3h- 2024
$19.99
VisitUnleashing Unlabelled Data: Self-Supervised Learning
4.4 (119 Reviews)
Provider: Udemy
Time: 2.5h- 2025
$44.99
VisitNatural Language Processing For Text Analysis With spaCy
4.6 (102 Reviews)
Provider: Udemy
Time: 2.9h- 2024
$10.99
VisitArtificial Intelligence Bootcamp in R Programming
3.8 (102 Reviews)
Provider: Udemy
Time: 10h- 2023
$49.99
VisitPython Webscraping For Information Retrieval and Analytics
4.3 (98 Reviews)
Provider: Udemy
Time: 5.2h- 2024
$49.99
VisitMachine Learning on Google Cloud: Sequence and Text Models
4.6 (52 Reviews)
Provider: Udemy
Time: 3.5h- 2023
$54.99
VisitAI Driven Design Quality Assurance (QA)
4.8 (32 Reviews)
Provider: Udemy
Time: 2.2h- 2026
$39.99
Visit
Most Recent Review
I find it very disorganised, it deems to me that even the teacher does not have a clear understanding of what is going on, and it is just ridiculous that she is writing in code that is already there , she can jus comment that out and not wasting time.
- Review by Èva Molnàr on Master LLM Optimization: Boost AI Performance & Efficiency
Instructor Bio
I completed a PhD (University of Cambridge, UK) in 2017 where I focussed on implementing data science techniques for quantifying the impact of forest loss on tropical ecosystems. I hold an MPhil (School of Geography and Environment) and an MSc (Department of Engineering) from Oxford University. I have more than 10 year's experience in conducting academic research (published in high level peer-reviewed international scientific journals such as PLOS One) and advising both non-governmental and industry stakeholders in data science, deep learning and earth observation (EO) related topics.
I have a strong track record in implementing machine learning, data visualization, spatial data analysis, deep learning and natural language processing tasks using both R and Python. In addition to being educated at the best universities in the world, I have honed my statistical and data analysis skills through many MOOCs, including The Analytics Edge (R based statistics and machine learning course offered by EdX), Statistical Learning (R-based Machine Learning course offered by Stanford online) and the IBM Data Science Professional certificate Track. I specialise in a variety of topics ranging from deep learning (Tensorflow, Keras) to machine learning to spatial data analysis (including EO data processing), data visualizations, natural language processing, financial analysis among others. I have acted as a peer reviewer on highly regarded academic journals such as Remote Sensing and given guest lectures on prestigious forums such as Open Data Science Conference (ODSC).

















![[Intermediate] Spatial Data Analysis with R, QGIS & More](/programming/data-analysis/images/1030486_58a1_2.jpg?v=1789153427)




































