Backpropagation in ANN - Wikipedia

https://en.m.wikipedia.org/wiki/Backpropagation 

Współczynnik uczenia w sieciach neuronowych – Wikipedia

https://pl.m.wikipedia.org/wiki/Wsp%C3%B3%C5%82czynnik_uczenia 

Propagacja wsteczna w sieciach neuronowych – Wikipedia

https://pl.m.wikipedia.org/wiki/Propagacja_wsteczna 

Różniczka – Wikipedia, wolna encyklopedia

https://pl.m.wikipedia.org/wiki/R%C3%B3%C5%BCniczka 

Pochodne cząstkowe

http://prac.im.pwr.wroc.pl/~kajetano/AM2/fun2var/fun2var-3.html 

Pochodna cząstkowa – Wikipedia, wolna encyklopedia. Delta Jacobiego. Zapis Leibniza, zapis Lagrange'a.

https://pl.m.wikipedia.org/wiki/Pochodna_cz%C4%85stkowa 

Python Internet Access using Urllib.Request and urlopen()

https://www.guru99.com/accessing-internet-data-with-python.html 

16 Tools to Extract Data from Website. Major Python

https://www.softr.io/blog/tools-to-extract-data-from-website 

Web Scraping With Python - Full Guide to Python Web Scraping

https://www.edureka.co/blog/web-scraping-with-python/ 

Final Fantasy IX – Wikipedia, wolna encyklopedia

https://pl.m.wikipedia.org/wiki/Final_Fantasy_IX 

How to get data in python. Major Python

https://link.medium.com/GhgxAFveZvb 

Top Generative Adversarial Networks Images - Analytics Drift. Major Python

Source:

https://analyticsdrift.com/top-generative-adversarial-networks-images/

Classifier comparison — scikit-learn 1.2.0 documentation. MAJOR PYTHON. AI ML DL. Plot chart

https://scikit-learn.org/stable/auto_examples/classification/plot_classifier_comparison.html 

Watch "Evolution of Godzilla Movies w/ Facts 1954-2022" on YouTube

https://youtu.be/8bRBmROMQCA 

Watch major "Evolution of Tomb Raider Games 1996-2018" on YouTube

https://youtu.be/D-P-smim5gQ 

Word2vec - Wikipedia

https://en.m.wikipedia.org/wiki/Word2vec 

word2wiz · PyPI

https://pypi.org/project/word2wiz/ 

Antagonista (osoba), adwersarz, oponent – Wikipedia.

https://pl.m.wikipedia.org/wiki/Antagonista_(osoba)

--> SIEĆ neuronowa GAN

Angielskie homonimy, homofony, homografy - czym są? Polskie. Major Python.

https://www.speak-up.pl/aktualnosci/homonimy-homofony-homografy 

Fonem – Wikipedia, wolna encyklopedia

https://pl.m.wikipedia.org/wiki/Fonem 

Uniwersalia językowe – Wikipedia, wolna encyklopedia

https://pl.m.wikipedia.org/wiki/Uniwersalia_j%C4%99zykowe 

Morfem – Wikipedia, wolna encyklopedia

https://pl.m.wikipedia.org/wiki/Morfem 

Znaczenie – Wikipedia, wolna encyklopedia

https://pl.m.wikipedia.org/wiki/Znaczenie 

Symbol – Wikipedia, wolna encyklopedia

https://pl.m.wikipedia.org/wiki/Symbol 

Pojęcie – Wikipedia, wolna encyklopedia

https://pl.m.wikipedia.org/wiki/Poj%C4%99cie 

Lingwistyka kognitywna. MAJOR Wikipedia. Różnica pomiędzy gramatyką transformacyjno- generatywną (Chomsky) a gramatyką kognitywną.

Source:

https://pl.m.wikipedia.org/wiki/Lingwistyka_kognitywna

"Podstawową różnicą pomiędzy gramatyką transformacyjno-generatywną a gramatyką kognitywną jest to, że w przypadku tej ostatniej gramatyka nie jest systemem stricte formalnym. Kognitywizm w języku często utożsamiany jest z funkcjonalizmem, a zatem z takim kierunkiem badań, który skupia się na tym, jak język jest używany, jakie są jego funkcje. Gdyby spojrzeć na język jak na grę, funkcjonaliści nie zadowoliliby się jedynie opisaniem reguł; pragnęliby zrozumieć, jaki cel i jaką przyczynę mają faktyczne zachowania graczy, nawet te niezgodne z regułami.

Zbudowanie gramatyki kognitywnej wymagało przeformułowania wielu pojęć. Język to „zbiór […] środków służących symbolizacji myśli i komunikacji tych symbolizacji" 

"

deep_learning_study/README.md at master · tmheo/deep_learning_study · GitHub. Links... Deep Learning. Machine Learning. NLP. Major Python.

https://github.com/tmheo/deep_learning_study/blob/master/README.md

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim TF-IDF "continuous skip-gram" kaggle

https://arxiv.org/pdf/2101.09023

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim TF-IDF "continuous skip-gram" kaggle

Word Embedding

https://devopedia.org/word-embedding 

GitHub Bugs Prediction NLP exercise | Kaggle. MAJOR PYTHON

https://www.kaggle.com/code/anuragbagadi/github-bugs-prediction-nlp-exercise/notebook 

GitHub - ademakdogan/word2vec_generator

https://github.com/ademakdogan/word2vec_generator 

medium_w2v · GitHub. Major Python code.

https://gist.github.com/ademakdogan/1799b02abe538bbec4b32e4392190952 

MAJOR Python. ANN. CNN. RNN. LSTM. GAN. SOM. PyDL+

https://link.medium.com/IaORhiLnEvb

Word embedding. word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim TF-IDF "continuous skip-gram" kaggle

https://www.slideshare.net/ShivaniChoudhary74/word-embedding-248166814

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim TF-IDF "continuous skip-gram" kaggle

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim TF-IDF "continuous skip-gram" kaggle. MAJOR PYTHON

https://link.medium.com/9pg9hDbhEvb

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim TF-IDF "continuous skip-gram" kaggle. MAJOR PYTHON 

Source:

"What natural reserves are there in Warsaw?" 

Going to the movies with BERT | Kaggle. word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim TF-IDF "continuous skip-gram" kaggle

https://www.kaggle.com/code/fschilder/going-to-the-movies-with-bert

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim TF-IDF "continuous skip-gram"

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim TF-IDF "continuous skip-gram"

https://link.medium.com/bkwvGMWcEvb

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim TF-IDF "continuous skip-gram" 

glove-embeddings · GitHub Topics · GitHub

https://github.com/topics/glove-embeddings?l=python

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim

glove · GitHub Topics · GitHub

https://github.com/topics/glove?l=python&o=desc&s=updated

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim

https://link.medium.com/SFnz7sraEvb

word2vec glove fasttext elmo bert nlp python code embedding embedded "continuous bag of words" CBOW gensim

word2vec glove fasttext elmo bert nlp python code

https://link.medium.com/Fvw5k3gaEvb

word2vec glove fasttext elmo bert nlp python code

NLP. Watch "How to Demonstrate Word Embeddings in NLP | Fasttext, Bert, GloVe and ELMo || Clarusway" on YouTube

https://youtu.be/oj_n7wZmPDQ

word2vec glove fasttext elmo bert nlp python code

text_similarity/EMBEDDING (word2vec, FastText, Glove, HomeMadeEmbedding).ipynb at GitHub

https://github.com/adsieg/text_similarity/blob/master/EMBEDDING%20(word2vec%2C%20FastText%2C%20Glove%2C%20HomeMadeEmbedding).ipynb

word2vec glove fasttext elmo bert python code

A “Quantum Brain” Could Solve The Hard Problem of Consciousness

https://thedebrief.org/a-quantum-brain-could-solve-the-hard-problem-of-consciousness-new-research-suggests/ 

Introducing Simple ML for Sheets: A No-code Machine Learning Add-on for Google Sheets. MAJOR Python. TensorFlow

https://blog.tensorflow.org/2022/12/introducing-simple-ml-for-sheets.html?m=1 

Forget Python, JS, Web3 Languages will Now Shape Developers’ Future. MAJOR Blockchain. Etherum

Source:

https://analyticsindiamag.com/how-web3-is-shaping-the-emergence-of-programming-languages/

Top 10 Alternatives to GPT-3

https://analyticsindiamag.com/top-10-alternatives-to-gpt-3/ 

BIG BROTHER? Powstał polski system rozpoznawania twarzy. Ma być dostępny bezpłatnie? Face recognition.

https://cyfrowa.rp.pl/technologie/art37505801-powstal-polski-system-rozpoznawania-twarzy-ma-byc-dostepny-bezplatnie 

Polynomial Regression in Python using scikit-learn (with example). Major Python

https://data36.com/polynomial-regression-python-scikit-learn/ 

Cosplay – Wikipedia, wolna encyklopedia. Co to cosplayer?

https://pl.m.wikipedia.org/wiki/Cosplay 

Blade Runner 2049 - Wikipedia

https://en.m.wikipedia.org/wiki/Blade_Runner_2049

Nexus 7

Nexus 9 = K

Rachael. The Blade Runner 2049

https://bladerunner.fandom.com/wiki/Rachael 

Top 9 Python Libraries for Machine Learning in 2022. Major Python. LOGOs

https://analyticsindiamag.com/top-9-python-libraries-for-machine-learning-in-2022/ 

This AI Model Integrates Feature Pyramids into Vision Transformers to Enhance Their Capability - MarkTechPost. Major Python

https://www.marktechpost.com/2022/11/26/this-ai-model-integrates-feature-pyramids-into-vision-transformers-to-enhance-their-capability/

8 Most Popular NoSQL Databases

https://analyticsindiamag.com/8-most-popular-nosql-databases/ 

Build a durable pub-sub with Kafka in Node.js - LogRocket Blog

https://blog.logrocket.com/build-durable-pub-sub-with-kafka-node-js/ 

Meet GPT-JT, the Closest Open Source Alternative to GPT-3. Major Python

https://analyticsindiamag.com/meet-gpt-jt-the-closest-open-source-alternative-to-gpt-3/ 

REGLINX.ETS.ADD Libre Office Calc

https://help.libreoffice.org/6.2/pl/text/scalc/01/func_forecastetsadd.html?DbPAR=CALC 

REGLINX.ETS, funkcja - Pomoc techniczna firmy Microsoft. MS Excel

https://support.microsoft.com/pl-pl/office/reglinx-ets-funkcja-15389b8b-677e-4fbd-bd95-21d464333f41 

REGLINP, funkcja - Pomoc techniczna firmy Microsoft. MS Excel

https://support.microsoft.com/pl-pl/office/reglinp-funkcja-84d7d0d9-6e50-4101-977a-fa7abf772b6d

Testowanie aplikacji REST przy użyciu Postmana vs. curla

https://testuj.pl/blog/testowanie-aplikacji-rest-przy-uzyciu-postmana/

jak przetestowac usluge rest postmanem curlem? 

curl --request GET \ --url 'https://api.trello.com/1/members/me/boards?key={yourKey}&token={yourToken}' \ --header 'Accept: application/json'

Powyższy curl został zaczerpnięty z oficjalnej dokumentacji: https://developer.atlassian.com/cloud/trello/rest/api-group-members/#api-members-id-boards-get

Tryb DMZ w Call of Duty Warzone 2.0 zachwyca. Jest lepszy niż battle royale

https://spidersweb.pl/2022/11/zachwycil-mnie-dmz-call-of-duty-warzone-2-0.html 

GPT-3. Python. ML. NLP. Modele językowe sztucznej inteligencji zmieniają rzeczywistość, a ty nawet tego nie zauważasz

https://spidersweb.pl/2022/11/modele-jezykowe-sztucznej-inteligencji-nlp.html 

El Asilo | Call of Duty Wiki | Fandom

https://callofduty.fandom.com/wiki/El_Asilo 

Perseus (faction) | Call of Duty Wiki | Fandom

https://callofduty.fandom.com/wiki/Perseus_(faction) 

Guijarro | Call of Duty Wiki | Fandom

https://callofduty.fandom.com/wiki/Guijarro 

Al mazrah map cod mw2 warzone2.0

https://images.app.goo.gl/Z38f9KAWMhfApVy9A

https://images.app.goo.gl/5R3xVhJXARuoHtaf8

Battle Rage | Call of Duty Wiki | Fandom

https://callofduty.fandom.com/wiki/Battle_Rage#:~:text=Battle%20Rage%20is%20a%20Field,it%20possible%20to%20sprint%20further.

"Battle Rage is a Field Upgrade featured in Call of Duty: Modern Warfare II. When activated, the user's health regenerates quickly, they gain resistance to tacticals, allowing for clearer vision, and their Tactical Sprint constantly refreshes, making it possible to sprint further." 

Canonical releases Ubuntu 22.10 Kinetic Kudu | Ubuntu

https://ubuntu.com/blog/canonical-releases-ubuntu-22-10-kinetic-kudu 

Kubuntu 22.10 Kinetic Kudu Released | Kubuntu

https://kubuntu.org/news/kubuntu-22-10-kinetic-kudu-released/ 

How to Ping in Modern Warfare 2. Ping wheel... to communicate something else to their teammates

https://www.dbltap.com/posts/how-to-ping-in-modern-warfare-2-and-warzone-2-01gh1qpday4j

"If players want to communicate something else to their teammates, they can bring up the ping wheel. Players can choose between four options-Quiet, Watch, Help, and Go. The wheel can be brought up by holding up on the D-pad or holding the "Alt" button on keyboards. Once brought up, players will need to select the ping they want to use and then release."

The Embassy | Call of Duty Wiki | Fandom. COD MW2 2022

https://callofduty.fandom.com/wiki/The_Embassy 

Farm 18 | Call of Duty Wiki | Fandom. COD MW2 2022

https://callofduty.fandom.com/wiki/Farm_18 

Zarqwa Hydroelectric | Call of Duty Wiki | Fandom. COD MW2 2022

https://callofduty.fandom.com/wiki/Zarqwa_Hydroelectric 

Mercado Las Almas | Call of Duty Wiki | Fandom. COD MW2 2022

https://callofduty.fandom.com/wiki/Mercado_Las_Almas

Mexico

Sa'id | Modern Warfare 2 Map Guide & Hardpoint Rotations | COD

https://www.gamesatlas.com/cod-modern-warfare-2/maps/sa-id 

» Uwaga programiści! Wiele bibliotek Pythona zostało zainfekowanych -- Niebezpiecznik.pl --

https://niebezpiecznik.pl/post/uwaga-programisci-wiele-bibliotek-pythona-zostalo-zainfekowanych/ 

COD Modern Warfare 2 Maps (2022) Full List of Multiplayer Maps

Source: https://www.gamesatlas.com/cod-modern-warfare-2/maps/

List:

1. Al Bagra Fortress
2. Breenbergh Hotel
3. Crown Raceway (Grand Prix renamed)
4. El Asilo
5. Embassy
6. Farm 18
7. Mercado Las Almas
8. Museum (Removed)
9. Santa Seña Border Crossing
10. Taraq
11. Zarqwa Hydroelectric
12. Guijarro (Ground War)
13. Santa Seña (Ground War)
14. Sariff Bay (Ground War)
15. Sa'id (Ground War)
16. Taraq (Ground War)

Sorting Data Frames in Pandas: A Hands-On Guide. Major Python. "SORT" Algorithms...

Source: https://builtin.com/data-science/data-frame-sorting-pandas

Watch "Motorola One 5G / Moto G 5G Plus Disassembly Teardown Repair Video Review" on YouTube. Motorola Moto G5G Plus.

https://youtu.be/qduZ0SpQLgk 

Simon "Ghost" Riley | Call of Duty. Wiki | Fandom.

https://callofduty.fandom.com/pl/wiki/Simon_%22Ghost%22_Riley 

Strona kodowa – Wikipedia, wolna encyklopedia

https://pl.m.wikipedia.org/wiki/Strona_kodowa 

Hieroglify – Wikipedia, wolna encyklopedia

https://pl.m.wikipedia.org/wiki/Hieroglify 

Mathematicians Surprised By Hidden Fibonacci Numbers. Nature. Spiral fractals etc.

Source:

https://www.quantamagazine.org/mathematicians-surprised-by-hidden-fibonacci-numbers-20221017/

python - Convert pandas.Series from dtype object to float, and errors to nans. int to float.

https://stackoverflow.com/questions/25952790/convert-pandas-series-from-dtype-object-to-float-and-errors-to-nans

Python | Filtering data with Pandas .query() method

Source:

https://www.geeksforgeeks.org/python-filtering-data-with-pandas-query-method/

data.query('Senior_Management == True 

            and Gender =="Male" and Team =="Marketing" 

            and First_Name =="Johnny"', inplace = True)

  

# display

data

pandas.DataFrame.query — pandas 1.5.1 documentation

https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.query.html 

Merge, join, concatenate and compare — pandas 1.5.1 documentation

https://pandas.pydata.org/pandas-docs/stable/user_guide/merging.html 

sorting - python, sort descending dataframe with pandas

https://stackoverflow.com/questions/24988873/python-sort-descending-dataframe-with-pandas 

python - How do I get the row count of a Pandas DataFrame?

https://stackoverflow.com/questions/15943769/how-do-i-get-the-row-count-of-a-pandas-dataframe 

DeepMind Introduces the Perception Test, a New Multimodal Benchmark Using Real-World Videos to Help Evaluate the Perception Capabilities of a Machine Learning Model

Source:

https://www.marktechpost.com/2022/10/16/deepmind-introduces-the-perception-test-a-new-multimodal-benchmark-using-real-world-videos-to-help-evaluate-the-perception-capabilities-of-a-machine-learning-model/

The Only 30 Methods You Should Master To Become A Pandas Pro

Source:

https://towardsdatascience.com/the-only-30-methods-you-should-master-to-become-a-pandas-pro-749795084bb2

e.g.

df.to_csv("file.csv", sep = "|", index = False)

Convert Pandas DataFrame Row or Column to Series

Source:

https://www.delftstack.com/howto/python-pandas/pandas-dataframe-to-series/

import pandas as pd    # Create dictionary  students_record = {'Student Names': ['Samreena', 'Raees', 'Asif', 'Affan', 'Idrees', 'Mirha'],         'Physics': [87, 54, 68, 92, 50, 90],         'Chemistry': [78, 58, 85, 82, 76, 71],         'Maths': [90, 88, 50, 89, 77, 80] }    # Converting dictionary to DataFrame  dataframe = pd.DataFrame(data=students_record)    # Display DataFrame  dataframe  # Converting DataFrame row to Series  series = dataframe.iloc[3].reset_index(drop=True).squeeze()    print(series)  print (type(series))

5 Python Projects to Automate Your Life: From Beginner to Advanced

https://towardsdatascience.com/5-python-projects-to-automate-your-life-from-beginner-to-advanced-90fe29a7d664 

Convert CSV to JSON Using Python - A Beginner's Guide - AskPython

https://www.askpython.com/python/examples/convert-csv-to-json 

Convert CSV to JSON using Python - GeeksforGeeks

https://www.geeksforgeeks.org/convert-csv-to-json-using-python/ 

Python – Convert CSV to JSON - Python Examples

https://pythonexamples.org/python-csv-to-json/ 

A Gentle Introduction to Decorators in Python. Major Python

https://machinelearningmastery.com/a-gentle-introduction-to-decorators-in-python/ 

Introduction to NumPy. MAJOR Python. W3 schools

https://www.w3schools.com/python/numpy/numpy_intro.asp#:~:text=What%20is%20NumPy%3F,you%20can%20use%20it%20freely. 

How Is Rhaenyra Related to Daenerys in ‘House of the Dragon’?

Source:

https://www.esquire.com/entertainment/tv/a41040403/how-is-rhaenyra-targaryen-related-daenerys-house-of-the-dragon/

"Working backward from Daenerys—the last Targaryen by name—we have her father, the "Mad King" Aerys II, and his sister-wife, Rhaella Targaryen. The Mad King's death at the hands of the "king slayer" Jaime Lannister occurs right before the events of Game of Thrones, setting the stage for eight seasons of conflict."

Daenerys Targaryen. Family.

https://en.m.wikipedia.org/wiki/Daenerys_Targaryen 

Major Python. python_lists_comprehension

https://www.w3schools.com/python/python_lists_comprehension.asp 

The Complete Guide to the Complicated Targaryen Family Tree. Rhaenyra is Daenerys's...

Source:

https://www.harpersbazaar.com/culture/film-tv/a41021088/targaryen-family-tree-game-of-thrones-house-of-the-dragon/

"Technically, Rhaenyra is Daenerys's sixth great grandmother and Jon's seventh great grandmother. That also makes Daenerys and Jon the direct descendants of Daemon, Rhaenyra's uncle/second husband."

Rhaenyra Targaryen | Game of Thrones Wiki | Fandom

https://gameofthrones.fandom.com/wiki/Rhaenyra_Targaryen 

5 Years of Postgres on Kubernetes - The New Stack

https://thenewstack.io/5-years-of-postgres-on-kubernetes/ 

Python Decorators: How to Use it and Why? Major Python.

https://www.programiz.com/python-programming/decorator 

__init__ in Python: An Overview. Major Python. OOP

https://www.udacity.com/blog/2021/11/__init__-in-python-an-overview.html 

Python Decorators – How to Create and Use Decorators in Python With Examples. Major Python

Source:

https://www.freecodecamp.org/news/python-decorators-explained-with-examples/

"Where are Python decorators used?

You'll use a decorator when you need to change the behavior of a function without modifying the function itself. A few good examples are when you want to add logging, test performance, perform caching, verify permissions, and so on. You can also use one when you need to run the same code on multiple functions."

Decorators in Python - GeeksforGeeks. Major Python

https://www.geeksforgeeks.org/decorators-in-python/ 

Bubble Sort – Algorithm in Java, C++, Python with Example Code

https://www.freecodecamp.org/news/bubble-sort-algorithm-in-java-cpp-python-with-example-code/ 

A New Explanation for Consciousness - Neuroscience News

https://neurosciencenews.com/consciousness-theory-21571/ 

Kubernetes Role-Based Access Control (RBAC)

https://www.strongdm.com/blog/kubernetes-rbac-role-based-access-control 

Implicit Generation and Generalization Methods for Energy-Based Models. EBM.

https://openai.com/blog/energy-based-models/ 

13 open source projects transforming AI and machine learning. Deep Learning. Major Python

https://www.infoworld.com/article/3673976/13-open-source-projects-transforming-ai-and-machine-learning.html 

What’s the Difference Between OAuth, OpenID Connect, and SAML?

https://www.okta.com/identity-101/whats-the-difference-between-oauth-openid-connect-and-saml/#:~:text=The%20main%20differentiator%20between%20these,industry%20standards%20for%20federated%20authentication. 

!!! How to Set Up Jenkins on Kubernetes!!! Minikube!!! Major K8s.

https://appfleet.com/blog/how-to-set-up-jenkins-on-kubernetes/ 

jenkinsci/helm-charts: Jenkins community Helm charts. Major Kubernetes.

https://github.com/jenkinsci/helm-charts 

Helm Charts to deploy Jenkins in Kubernetes. Helm.yaml. Major Kubernetes

https://bitnami.com/stack/jenkins/helm 

JENKINS from HELM. Major Kubernetes.

https://www.jenkins.io/doc/book/installing/kubernetes/ 

Helm | Installing Helm. Major Kubernetes

https://helm.sh/docs/intro/install/ 

How to install a Jenkins instance with Helm - Octopus Deploy. Major Kubernetes

https://octopus.com/blog/jenkins-helm-install-guide 

How to Deploy PostgreSQL on Kubernetes {Helm Chart or Manual Config}

https://phoenixnap.com/kb/postgresql-kubernetes

https://bitnami.com/stack/postgresql/helm

postgresql-ha 9.4.4 · bitnami/bitnami. Major Kubernetes. ArtifactHUB

https://artifacthub.io/packages/helm/bitnami/postgresql-ha 

kubernetes/kubernetes: Production-Grade Container Scheduling and Management. Major Kubernetes

https://github.com/kubernetes/kubernetes 

Helm Charts to deploy PostgreSQL HA in Kubernetes. Major Kubernetes. Helm.yaml

https://bitnami.com/stack/postgresql-ha/helm 

SCP Linux Command – How to SSH File Transfer from Remote to Local. Winscp. Major Kubernetes. Major Python.

Sources:

https://winscp.net/eng/docs/guide_public_key

https://www.freecodecamp.org/news/scp-linux-command-example-how-to-ssh-file-transfer-from-remote-to-local/

https://winscp.net/eng/docs/ui_puttygen

"PuTTYgen is a key generator. It generates pairs of public and private keys to be used with WinSCP. PuTTYgen generates RSA, DSA, ECDSA, and EdDSA keys."

Ssh session. Secure connection. How to Use SSH to Connect to a Remote Server in Linux or Windows. Major Kubernetes. Major Python. Putty download

https://phoenixnap.com/kb/ssh-to-connect-to-remote-server-linux-or-windows 

Watch "Kubernetes Services networking" on YouTube

https://youtu.be/NFApeJRXos4 

Watch "Kubernetes Ingress networking" on YouTube

https://youtu.be/40VfZ_nIFWI 

Watch "How Ingress Works | Introduction to Kubernetes" on YouTube

https://youtu.be/_BbxJGiMtL8 

Watch "Docker Tutorial - Part 1 - What is Docker, and Key Concepts" on YouTube

https://youtu.be/T25Z4CUwYjE 

Watch "Introduction to Microservices, Docker, and Kubernetes" on YouTube

https://youtu.be/1xo-0gCVhTU 

Watch "Kubernetes for Beginners - Docker Introduction in 15 Minutes" on YouTube

https://youtu.be/rmf04ylI2K0 

Watch "What Is Kubernetes? | All Kubernetes Concepts Explained in 9 Minutes | KodeKloud" on YouTube

https://youtu.be/QJ4fODH6DXI 

Watch "Kubernetes - Services Explained in 15 Minutes!" on YouTube

https://youtu.be/5lzUpDtmWgM 

Watch "Network Namespaces Basics Explained in 15 Minutes" on YouTube. Kodekloud.com

https://youtu.be/j_UUnlVC2Ss 

Watch "Kubernetes Ingress Explained Completely For Beginners - Updated" on YouTube. Kodekloud.com

https://youtu.be/GhZi4DxaxxE 

Configuring ingress - Kubernetes - KodeKloud - DevOps Learning Community

https://community.kodekloud.com/t/configuring-ingress/12465 

GitHub - mmumshad/kubernetes-the-hard-way: Bootstrap Kubernetes the hard way on Vagrant on Local Machine. No scripts (no helm etc.).

Source:

https://github.com/mmumshad/kubernetes-the-hard-way

Major TLS. Certificates!!! Watch "Install Kubernetes from Scratch [13] - TLS Bootstrap Kubelet" on YouTube

Source :

https://youtu.be/qnD95QkphfU

Reserved IP addresses. Routing

https://en.m.wikipedia.org/wiki/Reserved_IP_addresses#Reserved_IPv4_addresses 

IPv4

https://en.m.wikipedia.org/wiki/IPv4 

Classless Inter-Domain Routing. Major CIDR Notation. IP protocol, MASKS and addresses. A0 B10 C110 D1110 E1111. Routers. 168.192.0.1 127.1 127.65530. IPv6. IPv4

Source:

https://en.m.wikipedia.org/wiki/Classless_Inter-Domain_Routing#CIDR_notation

Classless Inter-Domain Routing. Major CIDR Notation. IP protocol, MASKS and addresses. A0 B10 C110 D1110 E1111. Routers. 168.192.0.1 127.1 127.65530. IPv6. IPv4

Robot został CEO. W tej firmie najwyższe stanowisko przypadło sztucznej inteligencji

https://www.focus.pl/artykul/zycie-legionisty-imprezy-ostrygi-wino 

Major Python. How to split a string?

https://www.freecodecamp.org/news/how-to-split-a-string-in-python/amp/ 

How to Build Bare Metal Hosted Clusters on Red Hat!!!!! Advanced Cluster Management for Kubernetes!!!! . K8s.

https://cloud.redhat.com/blog/how-to-build-bare-metal-hosted-clusters-on-red-hat-advanced-cluster-management-for-kubernetes?utm_source=thenewstack&utm_medium=website 

!!!!! Deploy a Kubernetes Cluster on Ubuntu Server with Microk8s !!!!! Major K8s. [KUBE]

https://thenewstack.io/deploy-a-kubernetes-cluster-on-ubuntu-server-with-microk8s/ 

Convolutional vision Transformer (CvT) that improves Vision Transformer (ViT) in Performance and Efficiency

https://www.marktechpost.com/2022/09/07/researchers-from-mcgill-university-and-microsoft-introduces-convolutional-vision-transformer-cvt-that-improves-vision-transformer-vit-in-performance-and-efficiency-by-introducing-convolutions-into/ 

Ten nadprzewodnik może zrewolucjonizować elektronikę, a inspiracja do jego stworzenia płynie z zaskakującego miejsca. DNA. DRD47R.

https://www.chip.pl/2022/08/nadprzewodnik-littlea-material-genetyczny-fizyka 

Jeden wzór matematyczny... Rewolucja. Jego początki sięgają czasów Einsteina. Dyfuzja poprzez bariery "półprzepuszczalne"...

https://www.chip.pl/2022/09/wzor-matematyczny-rownanie-dyfuzja-einstein 

Brainwave Synchronization. NLP? Major Python?

https://scitechdaily.com/researchers-demonstrate-brainwave-synchronization-without-physical-presence/amp/ 

CQRS and Event Sourcing Intro For Developers

https://www.altkomsoftware.com/blog/cqrs-event-sourcing/ 

Cykle zlodowacenia Milankovicia. ERA. Glacier. ICE AGE. Starożytni kosmonauci. Cywilizacje. Atlantyda? Potop.

https://pl.m.wikipedia.org/wiki/Cykle_Milankovicia 

Tego nie wymyślił Google Translator. 5 wpadek przy tłumaczeniu tytułów lektur. NLP?

https://www.focus.pl/artykul/lektury-tlumaczenia-tytulow-wpadki

https://www.focus.pl/artykul/supernowa-zakazana-przez-kosciol-na-monecie

!!!!! [[[ DEFINITIONS]]] !!!!! Learn Kubernetes - The Easy Way!!! K8S. KEIGHTS.

https://programmingpercy.tech/blog/learn-kubernetes-the-easy-way 

Queues in Python. Major Python.

https://docs.celeryq.dev/en/2.5-archived/changelog.html 

Queues in Python. Major Python. Kafka?

https://wakatime.com/blog/56-building-a-distributed-task-queue-in-python 

ANN. LSTM. arima vs prophet vs lstm. RNN.

https://neptune.ai/blog/arima-vs-prophet-vs-lstm/amp 

Ztachip Accelerates Tensorflow And Image Workloads. Major Python.

https://hackaday.com/2022/09/09/ztachip-accelerates-tensorflow-and-image-workloads/ 

Skąd pochodzimy? Polskie badaczki znalazły wspólny punkt łączący Europę z Azją. Pasterze stepowi (z kultury grobow jamowych). Major LANG Languages TREE MAP. NLP. DNA.

Source:

https://www.focus.pl/artykul/skad-pochodzimy-wspolny-punkt-miedzy-europa-azja

Skąd pochodzimy? Polskie badaczki znalazły wspólny punkt łączący Europę z Azją. Pasterze stepowi (z kultury grobow jamowych). Major LANG Languages TREE MAP. NLP. DNA. DRD47R

Niesporczaki potrafią wytrzymać bez wody nawet 100 lat. Już wiadomo dlaczego. BIAŁKO TWORZY ŻEL.

https://www.focus.pl/artykul/niesporczaki-potrafia-wytrzymac-100-lat-bez-wody 

Teby (Grecja!!! ). Mityczny ich król = Edyp.

https://pl.m.wikipedia.org/wiki/Teby_(Grecja) 

Thebes, Egypt (LUXOR). Teby.

https://en.m.wikipedia.org/wiki/Thebes,_Egypt

Testing Kubernetes Operators using EnvTest. Major Kubernetes. K8s

https://www.infracloud.io/blogs/testing-kubernetes-operator-envtest/ 

buehler.github.io Test your operator | KubeOps Documentation. Major Kubernetes. Helm.yaml? K8s.

https://buehler.github.io/dotnet-operator-sdk/docs/testing.html 

Major Testing Kubernetes Operators- Alternatives and Suggestions. K8s.

https://blog.mayadata.io/testing-kubernetes-operators 

Testing your Operator project | Operator SDK. K8s. Major Kubernetes. Helm.yaml? Java to GO?

https://sdk.operatorframework.io/docs/building-operators/golang/testing/ 

!!!!! GitHub - operator-framework/operator-sdk: SDK for building Kubernetes applications. !!!!! K8s. Major Kubernetes. Helm.yaml? Java to GO?!!!!

https://github.com/operator-framework/operator-sdk

GitHub - operator-framework/operator-sdk: SDK for building Kubernetes applications. Provides high level APIs, useful abstractions, and project scaffolding. K8s. Major Kubernetes. Helm.yaml? Java to GO? 

Java Operator :: Operator SDK.K8s. Major Kubernetes. Helm.yaml? Java to GO? How-to

https://redhat-scholars.github.io/operators-sdk-tutorial/template-tutorial/05-java.html 

Kube by Example. K8s. Major Kubernetes. Helm.yaml? Java to GO? How to...

https://kubebyexample.com 

Go Operator Tutorial | Operator SDK. K8s. Major Kubernetes. Helm.yaml? Java to GO?

https://sdk.operatorframework.io/docs/building-operators/golang/tutorial/ 

K8s. How to Run Databases in Kubernetes. Stateless vs. Stateful. WITH OPERATOR?

https://itnext.io/stateful-workloads-in-kubernetes-e49b56a5959?gi=5e7b649a7c86

Major Python. Reverse List.

https://www.freecodecamp.org/news/python-reverse-list-reversing-an-array-in-python/amp/ 

Watch "Kubernetes in 5 mins" on YouTube. K8s. VMware

https://youtu.be/PH-2FfFD2PU 

https://kube.academy/ K8s. Kubernetes

https://kube.academy/ 

ANN ZOO. Major Python. ANN. CNN. RNN. LSTM. GAN. SOM/SOFM. Major "Neural Network Zo19High.png" (4706×8000)

ANN Zoo:

https://www.asimovinstitute.org/wp-content/uploads/2019/04/NeuralNetworkZo19High.png 

The Neural Network Zoo - The Asimov Institute. Major Python.

https://www.asimovinstitute.org/neural-network-zoo/ 

GitHub - wiseodd/generative-models: Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

https://github.com/wiseodd/generative-models 

Python Basics: Functions and Loops (Overview) – Real Python

https://realpython.com/lessons/python-basics-functions-loops-overview/ 

A Deep Dive into Transformers with TensorFlow and Keras: Part 1 - PyImageSearch

https://pyimagesearch.com/2022/09/05/a-deep-dive-into-transformers-with-tensorflow-and-keras-part-1/

Write Beautiful Python Documentation with Sphinx. Major Python.

https://python.plainenglish.io/documentation-with-sphinx-dd86bedb7512 

Long short-term memory. LSTM. Gated recurrent unit. GRU.

LSTM

Source:

https://en.m.wikipedia.org/wiki/Long_short-term_memory

"Long short-term memory (LSTM) is an artificial neural network used in the fields of artificial intelligence and deep learning. 

Unlike standard feedforward neural networks, LSTM has feedback connections. 

Such a recurrent neural network (RNN) can process not only single data points (such as images), but also entire sequences of data (such as speech or video). 

For example, LSTM is applicable to tasks such as unsegmented, connected:

* handwriting recognition,

* speech recognition,

* machine translation,

* robot control,

* video games,

* and healthcare.

LSTM has become the most cited neural network of the 20th century." !!! 

------

GRU

Source:

https://en.m.wikipedia.org/wiki/Gated_recurrent_unit

"The GRU is like a long short-term memory (LSTM) with a forget gate, but has fewer parameters than LSTM, as it lacks an output gate. 

GRU's performance on certain tasks of polyphonic music modeling, speech signal modeling and natural language processing was found to be similar to that of LSTM. 

GRUs have been shown to exhibit better performance on certain smaller and less frequent datasets."

Self-organizing (feature) map. SOFM. SOM. U-MATRIX. ANN.

https://en.m.wikipedia.org/wiki/Self-organizing_map

https://en.m.wikipedia.org/wiki/U-matrix

ANN vs CNN vs RNN | Types of Neural Networks. MLP.

Source:

https://www.analyticsvidhya.com/blog/2020/02/cnn-vs-rnn-vs-mlp-analyzing-3-types-of-neural-networks-in-deep-learning/

An Overview of Deep Belief Network (DBN) in Deep Learning. RBM. Major Python.

https://www.analyticsvidhya.com/blog/2022/03/an-overview-of-deep-belief-network-dbn-in-deep-learning/