{"id":2,"date":"2020-09-26T16:08:18","date_gmt":"2020-09-26T16:08:18","guid":{"rendered":"http:\/\/ml-gis-service.com\/?page_id=2"},"modified":"2024-04-25T08:14:41","modified_gmt":"2024-04-25T08:14:41","slug":"about","status":"publish","type":"page","link":"https:\/\/ml-gis-service.com\/index.php\/about\/","title":{"rendered":"Author"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Hi there! I&#8217;m Simon and I&#8217;m a data scientist and remote sensing \/ GIS \/ spatial statistics specialist. I have experience in management and R&amp;D proposal preparation. At the same time I&#8217;m a bboy, acrobat and proud owner of two dogs! I intend to share with you interesting and valuable materials about data science, data engineering, project management.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">Stack and expertise<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Area<\/strong><\/td><td><strong>Tools<\/strong><\/td><td><strong>Years of Experience<\/strong><\/td><\/tr><tr><td>Programming<\/td><td>Python, R, C, C++, Lua, JavaScript, Matlab<\/td><td>&gt;15<\/td><\/tr><tr><td>Backend Services<\/td><td>AWS, SageMaker, Google Cloud, Vertex AI, Google BigQuery, Private Machines (VPS), Kubeflow<\/td><td>~10<\/td><\/tr><tr><td>Geospatial analytics<\/td><td>Python, R, QGIS, Network Analysis, Kriging<\/td><td>~9<\/td><\/tr><tr><td>Machine Learning &amp; Statistics<\/td><td>GLMs, ML, Deep Learning, Time Series, Spatial, Sequences<\/td><td>~9<\/td><\/tr><tr><td>E-commerce<\/td><td>Google Analytics, Python, Cloud Services<\/td><td>~6<\/td><\/tr><tr><td>Open Source<\/td><td>Python<\/td><td>~6<\/td><\/tr><tr><td>Space Industry<\/td><td>ESA, POLSA, Earth Observation (downstream apps)<\/td><td>~6<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"open-source\">Open Source<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>(2024+) <a href=\"https:\/\/pypi.org\/project\/imgw-data\/\">imgw-data<\/a>: Download current weather data from Polish weather stations.<\/li>\n\n\n\n<li>(2023+) <a href=\"https:\/\/pypi.org\/project\/ordinal-scale-stats\/\" data-type=\"link\" data-id=\"https:\/\/pypi.org\/project\/ordinal-scale-stats\/\">Ordinal Scale Statistics in Python<\/a>.<\/li>\n\n\n\n<li>(2022+) <a href=\"https:\/\/pypi.org\/project\/wsknn\/\">wsknn<\/a>: Weighted Session-based k-NN recommender in Python.<\/li>\n\n\n\n<li>(2018+) <a href=\"https:\/\/pypi.org\/project\/pyinterpolate\/\">pyinterpolate<\/a>: Spatial Statistics package in Python (full release)<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"workshops\">Workshops<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Code:me &#8211; 01.2024: Corporate workshops: <strong>Data Science and BIM<\/strong> (4h) (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>Code:Me &#8211; 11.2023: <strong>Data Science workshops: focus on data<\/strong> (12h) (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li><a href=\"https:\/\/www.bravelab.io\/\">Bravelab<\/a> &#8211; 04.2023: <strong>Data Science and Machine Learning from a software development perspective<\/strong> (1h). (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>Code:Me &#8211; 02.2023: <strong>Introduction to Data Science with Python<\/strong> (12h). (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>Code:Me &#8211; 07.2022: <strong>Introduction to Data Science with Python<\/strong> (12h). (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>GeoPython 2022 &#8211; 06.2022: <strong><a href=\"https:\/\/2022.geopython.net\/talks.html\">The Deconvolution of the Aggregated Data into the Fine-Scale Blocks with Pyinterpolate<\/a><\/strong> (1.5h). Switzerland &amp; Online. (\ud83c\uddfa\ud83c\uddf8).<\/li>\n\n\n\n<li>PyGDA &#8211; 03.2022: <strong>Python &amp; Hydra: manage your environment settings<\/strong> (1h). (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>Code:Me &#8211; 09.2021: <strong>Introduction to the Time-Series Analysis in <code>Python<\/code> and <code>statsmodels<\/code><\/strong> (3h). (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>Code:Me &#8211; 04.2021: <strong>Spatial Data Processing and Analysis in Python &#8211; level Intermediate. Rasters, networks and vectors<\/strong> (40h). (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>Code:Me &#8211; 02.2021: <strong>Python and Data Science workshops<\/strong> (16 h). Basics of Python and Data Science projects: distance between words in database, classification models for fraud detection, good practices of ML pipelines development. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>Code:Me &#8211; 07.2019: <strong>Python workshops for beginners<\/strong>. Materials available&nbsp;<strong><a href=\"https:\/\/github.com\/szymon-datalions\/codesunday-python\">here<\/a><\/strong>. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>Blue Dot Solutions &#8211; 08.2016:&nbsp;<strong>Introduction to image processing in Scilab<\/strong>. One-day long workshops for startups accelerated during&nbsp;<a href=\"https:\/\/www.space3.ac\/2016-2\/\">Space3AC<\/a>&nbsp;event. (\ud83c\uddfa\ud83c\uddf8).<\/li>\n\n\n\n<li>ARDiS &#8211; 06.2014:&nbsp;<strong>Introduction to image processing in Scilab<\/strong>. Workshops for participants of the Second Space Engineering Meetings in the Opole city. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>ARDiS &#8211; 04-05.2014:&nbsp;<strong>Practical electronics course<\/strong>. Course for high school students. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>ARDiS &#8211; 03-06.2013:&nbsp;<strong>Introduction to electronics<\/strong>. Course for high school students. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"talks\">Talks<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>04.2024: <strong>Data Science webinar: live coding with pandas and numpy.<\/strong> <a href=\"https:\/\/github.com\/SimonMolinsky\/code-me-webinar-ds-march-2024\">CodeMe<\/a> (online, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>03.2024: <strong>Data Science webinar: live coding with pandas and numpy<\/strong>. <a href=\"https:\/\/github.com\/SimonMolinsky\/code-me-webinar-ds-march-2024\">CodeMe <\/a>(online, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>12.2023: <strong>How and why should you send your custom ML model into the production environment?<\/strong> Three examples with a personal VPS, Google Functions, or AWS Lambda services. <a href=\"https:\/\/datasciencetech.pl\/\">Data Science Tech<\/a> (online, in  \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>10.2023: <strong>How is it to be a data scientist?<\/strong> <a href=\"https:\/\/www.facebook.com\/groups\/1427451931347639\" data-type=\"link\" data-id=\"https:\/\/www.facebook.com\/groups\/1427451931347639\">FlyNerd Coding Gang<\/a> (online, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>07.2023: <strong>We can get more from spatial, GIS and public domain datasets!<\/strong> <a href=\"https:\/\/ep2023.europython.eu\/schedule\/2023-07-21\">EuroPython 2023<\/a>. (Prague, Czechia, \ud83c\uddfa\ud83c\uddf8)<\/li>\n\n\n\n<li>05.2023: <strong>PyOpenSci: The organization that helps you develop and maintain Open Source \/ Open Science Python package<\/strong> (online, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>12.2022: <strong>Augmentation of public datasets with Python and Geostatistics<\/strong> (online, in \ud83c\uddf5\ud83c\uddf1). <a href=\"https:\/\/pytechsummit.pl\/\">PyTech Summit 2022<\/a><\/li>\n\n\n\n<li>09.2022: <strong>Data Visualization with Python and JavaScript<\/strong> (online, in \ud83c\uddf5\ud83c\uddf1). Tydzie\u0144 Programisty 2022.<\/li>\n\n\n\n<li>06.2022: <strong>Storytelling with data<\/strong> (online, in \ud83c\uddf5\ud83c\uddf1). <a href=\"https:\/\/hack4change.tech\/workshops\/#\">Hack4Change 2022<\/a>.<\/li>\n\n\n\n<li>03.2022: <strong>Don&#8217;t judge too quickly, the autism spectrum in spatial epidemiology<\/strong> (online, in \ud83c\uddf5\ud83c\uddf1). <a href=\"https:\/\/www.define-normalnosc.hs3.pl\">Define Normalno\u015b\u0107 2022: Konferencja o Neuror\u00f3\u017cnorodno\u015bci. <\/a><\/li>\n\n\n\n<li>12.2021: <strong>Simple model == simple implementation. Do not expect it in TensorFlow<\/strong> (online, in \ud83c\uddf5\ud83c\uddf1). <a href=\"https:\/\/pytechsummit.pl\/\">PyTech Summit 2021<\/a><\/li>\n\n\n\n<li>10.2021: <strong>How to publish the package on PyPI. HackerSpace Tricity Hacktoberfest 2021<\/strong> (online, in \ud83c\uddf5\ud83c\uddf1)<strong>.<\/strong><\/li>\n\n\n\n<li>10.2021:<strong> Pyinterpolate: spatial interpolation with Python. HackerSpace Tricity Hacktoberfest 2021<\/strong> (online, in \ud83c\uddf5\ud83c\uddf1)<strong>.<\/strong><\/li>\n\n\n\n<li>08.2021: <strong>Health Geography is not a fad<\/strong>. <a href=\"https:\/\/github.com\/hs3city\/hs3-ama\">Hackerspace Tricity AMA #S02E010<\/a> (online, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>06.2021: <strong>Interpolation of air pollution in Poland with Python<\/strong>. <a href=\"https:\/\/summer-data-society-conf.carrd.co\/\">Summer Data Society Conf<\/a> (online, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>04.2021: <strong>Open Science \/ Open Software packages in Python. The Good Practices of Development.<\/strong> <a href=\"https:\/\/github.com\/szymon-datalions\/conferences-and-workshops\/blob\/main\/2021\/04\/pygda\/Open%20Science%20i%20Python.pdf\">PyGDA #65<\/a>. (online, in \ud83c\uddf5\ud83c\uddf1)<\/li>\n\n\n\n<li>04.2021: <strong>Pyinterpolate &#8211; Python package for spatial interpolation and deconvolution of areal data<\/strong>. <a href=\"https:\/\/2021.geopython.net\/\" data-type=\"URL\" data-id=\"https:\/\/2021.geopython.net\/\">GeoPython 2021<\/a>. (online, in \ud83c\uddfa\ud83c\uddf8).<\/li>\n\n\n\n<li>03.2021: <strong>Personal Time Management in Notion<\/strong>. Hack Yourself! #1 (PL: <a href=\"https:\/\/www.meetup.com\/hs3city\/events\/276839220\/\">Zhackuj siebie! #1<\/a>), (online, in \ud83c\uddf5\ud83c\uddf1)<\/li>\n\n\n\n<li>01.2021: <strong>GeoPandas &#8211; Python package for spatial data engineering<\/strong>. <a href=\"https:\/\/www.youtube.com\/watch?v=7FnHLvBEvCY&amp;feature=youtu.be\">PyGDA #62<\/a>, (online, in \ud83c\uddf5\ud83c\uddf1)<\/li>\n\n\n\n<li>12.2020: <strong>GeoPandas &#8211; Python package for spatial data engineering<\/strong>. <a href=\"https:\/\/pycode-conference.org\/\">PyCode 2020<\/a>, (online, in \ud83c\uddfa\ud83c\uddf8).<\/li>\n\n\n\n<li>09.2019:&nbsp;<strong>How to get a job as a data scientist or data engineer. AI and ML state of the art. Polish AI startup scene<\/strong><em>.<\/em>&nbsp;<a href=\"https:\/\/tydzienprogramisty.pl\/\">Software Developers Week 2019<\/a>, (Poznan, Poland, in \ud83c\uddf5\ud83c\uddf1)<\/li>\n\n\n\n<li>10.2018:&nbsp;<strong>Machine learning and satellite images: use cases<\/strong>. KarieraIT. (Wroclaw, Poland, in \ud83c\uddf5\ud83c\uddf1).&nbsp;<a href=\"https:\/\/github.com\/szymon-datalions\/kariera-it-wroclaw-X-2018\">Github<\/a>.<\/li>\n\n\n\n<li>03.2018:&nbsp;<strong>An automation of EO data processing in Python<\/strong>. KarieraIT. (Gdansk, Poland, in \ud83c\uddf5\ud83c\uddf1).&nbsp;<a href=\"https:\/\/github.com\/szymon-datalions\/playing_with_python\/tree\/master\/Presentations\/kariera_it_gdansk_2018\">Github<\/a>.<\/li>\n\n\n\n<li>01.2018:&nbsp;<strong>Pythonic way to process Earth Observation datasets<\/strong>.&nbsp;<a href=\"https:\/\/www.meetup.com\/pl-PL\/PyGda-pl\/events\/246531945\/\">PyGDA #32<\/a>. (Gdansk, Poland, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>03.2017:&nbsp;<strong>Python and OpenCV: Digital Fourier Transform Use Cases<\/strong>.&nbsp;<a href=\"https:\/\/www.meetup.com\/pl-PL\/PyGda-pl\/events\/238418956\/?eventId=238418956\">PyGDA #23<\/a>. (Gdansk, Poland, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>04.2016:&nbsp;<strong>Image Filtering in Python and OpenCV<\/strong>.&nbsp;<a href=\"https:\/\/www.meetup.com\/pl-PL\/PyGda-pl\/events\/230206973\/?eventId=230206973\">PyGDA #13<\/a>. (Sopot, Poland, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>06.2014:\u00a0<strong>Space Medicine: The Engineer\u2019s Point of View<\/strong>. (Opole, Poland, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>06.2013:&nbsp;<strong>Spacecraft\u2019s Electromagnetic Compatibility<\/strong>.&nbsp;<a href=\"https:\/\/kosmonauta.net\/2013\/06\/wydarzenia20130617\/\">The First Space Engineering Meetings in Opole city<\/a>. (Opole, Poland, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li>05-06.2012:&nbsp;<strong>The road to the stars.<\/strong>&nbsp;Lectures about astroengineering, astrophysics, and planetary science for the public. (Opole, Poland, in \ud83c\uddf5\ud83c\uddf1).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"scientific-conferences-and-posters\">Scientific conferences and posters<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>11.2021: S. Moli\u0144ski. <strong>The Session-Based kNN implementation in TensorFlow<\/strong>. ML in PL 2021. Poster (\ud83c\uddfa\ud83c\uddf8)<\/li>\n\n\n\n<li>10.2021: S. Moli\u0144ski. <strong>Lyme Disease Risk Assessment Based on the Earth Observation Data and Spatial Processing Technique<\/strong>. <a href=\"https:\/\/phiweek.esa.int\/detailed-programme\">ESA&nbsp;\u03a6-week 2021<\/a>. Worldwide. Poster &amp; presentation (\ud83c\uddfa\ud83c\uddf8).<\/li>\n\n\n\n<li>03.2019: S. Moli\u0144ski, et.all,&nbsp;<strong>System Architecture for Species Distribution Modeling based on the Remote Sensing and GIS data<\/strong>, VII Forum BioGIS, Poznan, Poland (\ud83c\uddf5\ud83c\uddf1).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"papers\">Papers<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>S. Moli\u0144ski. <strong>WSKNN &#8211; Weighted Session-based K-NN recommender system<\/strong>.<a href=\"https:\/\/joss.theoj.org\/papers\/10.21105\/joss.05639\" data-type=\"link\" data-id=\"https:\/\/joss.theoj.org\/papers\/10.21105\/joss.05639\"> Journal of Open Source Software<\/a>. October 2023. (\ud83c\uddfa\ud83c\uddf8).<\/li>\n\n\n\n<li>S. Moli\u0144ski. <strong>Pyinterpolate: Spatial Interpolation in Python for point measurements and aggregated datasets<\/strong>. <a href=\"https:\/\/joss.theoj.org\/papers\/10.21105\/joss.02869\">Journal of Open Source Software<\/a>. February 2022. (\ud83c\uddfa\ud83c\uddf8).<\/li>\n\n\n\n<li>S. Moli\u0144ski,&nbsp;<strong>OCR algorithms and the external databases in the case&nbsp;of NAO robot communication<\/strong>,&nbsp;<a href=\"http:\/\/www.sep.katowice.pl\/index.php?option=com_content&amp;view=article&amp;id=135:swe-032016&amp;catid=43:swe&amp;Itemid=62\">Silesian Electrical Journal<\/a>, May 2016. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"reports\">Public Reports<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The nearest future and the roadmap of the space medicine research and development projects.<\/strong>&nbsp;Chances of Poland to engage in the space medicine projects (Report for the Polish Space Agency), March 2017. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Reviews<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/openjournals\/joss-reviews\/issues\/4327\">NAIF PDS4 Bundler: A Python package to generate SPICE PDS4 archives<\/a> (JOSS). (\ud83c\uddfa\ud83c\uddf8).<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/pyOpenSci\/software-review\/issues\/43\">PyGMT: A Python interface for the Generic Mapping Tools<\/a> (\u2764\ufe0f this package for \ud83d\uddfa). (\ud83c\uddfa\ud83c\uddf8).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"professional-magazines\">Professional magazines<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Who is needed in Data Science<\/strong>,&nbsp;<a href=\"https:\/\/programistamag.pl\/programista-5-2020-92\/\">Programista<\/a>, August 2020. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li><strong>Time Series Analysis in Python with Earth Observation Data<\/strong>,&nbsp;<a href=\"https:\/\/programistamag.pl\/programista-62019-85-pazdziernik-2019-analiza-serii-czasowych-w-pythonie-z-wykorzystaniem-danych-obserwacji-ziemi\/\">Programista<\/a>, October 2019. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li><strong>Earth Observation Data Processing in Python<\/strong>,&nbsp;<a href=\"https:\/\/programistamag.pl\/programista-32018-70-kwiecien-maj-przetwarzanie-i-analiza-danych-obserwacji-ziemi-w-pythonie\/\">Programista<\/a>, May 2018. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n\n\n\n<li><strong>Data Science and Earth Observation: data preparation<\/strong>,&nbsp;<a href=\"https:\/\/programistamag.pl\/programista-102018-77-grudzienstyczen-data-science-i-obserwacje-ziemi\/\">Programista<\/a>, December 2018. (\ud83c\uddf5\ud83c\uddf1).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"other\">Other<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>06.2014: The main organizer of the Second Space Engineering Meetings in Opole city.<\/li>\n\n\n\n<li>06.2013:&nbsp;Playing with the robots. Robotics lesson for kids from elementary school.<\/li>\n\n\n\n<li>06.2013: The main organizer of the First Space Engineering Meetings in Opole city.<\/li>\n\n\n\n<li>10.2012: The main organizer of the space engineering workshops for students from the Opole University of Technology, (2-day event).<\/li>\n\n\n\n<li>03.2012:&nbsp;Playing with gravity. Lesson for kids from elementary school about gravity. Physic laws were described by physical activities and games.<\/li>\n\n\n\n<li>Multiple talks during science popularization events. Topics are mostly connected to space engineering and planetary science.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<p>Contact: simon@ml-gis-service.com<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hi there! I&#8217;m Simon and I&#8217;m a data scientist and remote sensing \/ GIS \/ spatial statistics specialist. I have experience in management and R&amp;D proposal preparation. At the same time I&#8217;m a bboy, acrobat and proud owner of two dogs! I intend to share&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"","meta":{"footnotes":""},"class_list":["post-2","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ml-gis-service.com\/index.php\/wp-json\/wp\/v2\/pages\/2","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ml-gis-service.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ml-gis-service.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ml-gis-service.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ml-gis-service.com\/index.php\/wp-json\/wp\/v2\/comments?post=2"}],"version-history":[{"count":53,"href":"https:\/\/ml-gis-service.com\/index.php\/wp-json\/wp\/v2\/pages\/2\/revisions"}],"predecessor-version":[{"id":1183,"href":"https:\/\/ml-gis-service.com\/index.php\/wp-json\/wp\/v2\/pages\/2\/revisions\/1183"}],"wp:attachment":[{"href":"https:\/\/ml-gis-service.com\/index.php\/wp-json\/wp\/v2\/media?parent=2"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}