Notes, summaries, assignments, exams, and problems for Secondary education

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Machine Learning Algorithms and Use Cases

Classified in Computers

Written on in English with a size of 33.21 KB

AlgorithmTrain or TestUse CasesSupervisedPipe?File TypeCPU or GPU
AutoGluon-Tabulartraining and (optionally) validationAutoGluon-Tabular succeeds by ensembling multiple models and stacking them in multiple layers.YNCSVCPU or GPU (single instance only) M5
BlazingTexttrainText Classification can be used to solve various use-cases like sentiment analysis, spam detection, hashtag predictionYYText file (one sentence per line with space-separated tokens)CPU or GPU (single instance only) M5
CatBoosttraining and (optionally) validationGradientBoosting Regression Neural Network, Gradient Boosting is best useful when the number of dimensions in the data is less , when a simple linear model performs very badly,YNCSVCPU (single instance only)
DeepAR Forecastingtrain
... Continue reading "Machine Learning Algorithms and Use Cases" »

Understanding the Nervous System and Sensory Organs

Classified in Biology

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Peripheral Nervous System

Consists of nerves and supports it collects info about the body's external and internal environment.

Central Nervous System

Consists of the brain and spinal cord, processes info, and creates a response.

Cell Body

The largest part of the typical neuron.

Dendrites

Short branched extensions that receive impulses from other neurons and carry them to the cell body.

Axon

Long fiber that carries impulses away from the cell body.

Myelin Sheath

Insulating membrane that surrounds a single, long axon.

Resting Potential

Electrical charge across the cell membrane of a resting neuron.

Action Potential

A nerve impulse that charges more negatively charged to more positively charged.

Threshold

The minimum level of a stimulus that is required to cause... Continue reading "Understanding the Nervous System and Sensory Organs" »

From Absolutism to Parliamentary Monarchy: A Historical Overview

Classified in History

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Ancien Régime and the Transition to Parliamentary Monarchy

Understanding the Ancien Régime

The Ancien Régime was a system characterized by:

  • Political Absolutism: Kings and queens held absolute power.
  • Social Hierarchy: Society was divided into estates with unequal privileges.
  • Subsistence Economy: The economy focused on meeting basic needs.
  • Cultural and Religious Influence: Culture and religion served the ruling class.

Factors Leading to Change

Several factors contributed to the decline of Absolutism and the rise of Parliamentary Monarchy:

  • Bourgeoisie and Peasants: The bourgeoisie criticized the privileges of nobles and clergy, advocating for social recognition based on merit. Peasants opposed the manorial system and excessive taxes.
  • Economic Challenges:
... Continue reading "From Absolutism to Parliamentary Monarchy: A Historical Overview" »

Common Irregular Verbs in English

Classified in English

Written on in English with a size of 2.52 KB

INFINITIVEPAST SIMPLEPAST PARTICIPLE
bewas/werebeen
becomebecamebecome
beginbeganbegun
bringbroughtbrought
buyboughtbought
choosechosechosen
comecamecome
dodiddone
drinkdrankdrunk
drivedrovedriven
eatateeaten
fallfellfallen
feelfeltfelt
findfoundfound
flyflewflown
forgetforgotforgotten
getgotgot
givegavegiven
gowentgone
havehadhad
hearheardheard
keepkeptkept
knowknewknown
leaveleftleft
lendlentlent
letletlet
loselostlost
makemademade
meetmetmet
paypaidpaid
putputput
readreadread
runranrun
saysaidsaid
seesawseen
sellsoldsold
sendsentsent
singsangsung
sitsatsat
sleepsleptslept
speakspokespoken
standstoodstood
swimswamswum
taketooktaken
teachtaughttaught
telltoldtold
thinkthoughtthought
understandunderstoodunderstood
wearworeworn
writewrotewritten

Concept of education

Classified in History

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7.3.2

Which African American player helped desegregate the sport of baseball?

Jackie Robinson

Which African American leader visited the Soviet Union and felt welcome there?

Paul Robeson

Which African American baseball pioneer fought racism by personal achievement?

Jackie Robinson

How did A. Philip Randolph get President Truman to change the way the military treated its black soldiers?

He threatened to organize a march on Washington.

How did A. Philip Randolph get President Truman to change the way the military treated its black soldiers?

He promised to fight against the draft if changes were not made.

How did A. Philip Randolph finally get President Truman to change the way the military treated its black soldiers?

He planned a protest march in front of

... Continue reading "Concept of education" »

Chapter 4: A Turning Point in the Story

Classified in Language

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WHY IS CHAPTER 4 A TURNING POINT IN THE STORY?

I think chapter 6 is a turning point in the story because Maxime asking the narrator to marry him would change her way of living in many aspects.

In the episode at the terrace, after ordering breakfast, Maxime asks the narrator to marry him in a direct form "No, I’m asking you to marry me, you little fool".

The narrator feels insecure about her social position and tells Maxime her beliefs "I’m not the sort of person men marry", "I don’t belong to your sort of word for one thing", these quotes give the impression that she underestimates herself and thinks she is in a lower position, she tells that to Maxime by saying she does not fit there. I think she chose telling things that way to express

... Continue reading "Chapter 4: A Turning Point in the Story" »

Glossary of Important Terms

Classified in Social sciences

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A

  • Agreement: A mutual understanding between people.
  • Amend: To change or improve something.
  • Analyze: To separate something into parts and examine them.
  • Approach: To come closer or near.
  • Argument: A strong disagreement.

B

  • Banish: To make someone leave a place.

C

  • Campaign: A series of actions toward a goal.
  • Characteristic: A specific feature.
  • Citizen: A person who is a member of a country.
  • Compare: To look at how things are alike.
  • Complaint: To tell others that you are unhappy.
  • Conflict: A fight between two or more people or groups.
  • Connection: Things in common.
  • Culture: A set of beliefs and customs.

D

  • Damage: Harm that is done.
  • Debate: To discuss different views.
  • Delegate: A person who has power to speak for others.
  • Democracy: The power to vote for what people believe
... Continue reading "Glossary of Important Terms" »

Genetics Terminology and Concepts Explained

Classified in Biology

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Genetics Terminology

Basic Concepts

  • Trait: An inheritable characteristic of an organism.
  • Gene: A DNA segment containing information that controls a specific trait.
  • Allele: A variant form of a gene, often arising from mutations, contributing to hereditary variations.
  • Locus (pl. Loci): The specific location of a gene on a chromosome.

Zygosity

  • Homozygous Organism: Possesses identical alleles for a given gene (e.g., AA or aa).
  • Heterozygous Organism: Possesses different alleles for a given gene (e.g., Aa).

Allele Interactions

  • Dominant Allele: An allele that expresses its phenotype regardless of the paired allele.
  • Recessive Allele: An allele that expresses its phenotype only when paired with an identical allele.

Genetic Inheritance Patterns

  • Dominance (Dominant
... Continue reading "Genetics Terminology and Concepts Explained" »

Key Concepts in Molecular Biology and Cell Division

Classified in Biology

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Nucleic Acid Structure and Function

  • Nucleoside: A part of a nucleotide made up of one sugar (ribose or deoxyribose) and one nitrogenous base (pyrimidine or purine) joined together by N-glycosidic bonds.
  • Nucleotide: Simple molecules that form large molecules called nucleic acids. It is formed by a nitrogenous base, sugar, and three phosphate groups.
  • Chromatin: Bundles of DNA and proteins; the normal state of the genetic material during interphase.
  • Chromosome: Structures formed by the condensation of chromatin that appear when the cell is about to divide.
  • Centromere: A bond that joins two sister chromatids; it's where the microtubules are attached to the chromosome during the division process.
  • Telomere: The end of the arms of a chromosome, which prevents
... Continue reading "Key Concepts in Molecular Biology and Cell Division" »

Romeo & Juliet's Final Scene: A Tragic Cinematic End

Classified in Arts and Humanities

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Tragic Climax: Romeo and Juliet's Final Moments

This film clip depicts the heart-wrenching final moments of two young lovers. The narrative unfolds as Juliet lies in bed, feigning her death. Overcome with grief, Romeo decides to poison himself to end his suffering.

Subsequently, when Juliet awakens from her feigned death and discovers her beloved Romeo dead, she tragically takes her own life by stabbing herself.

Audio Cues Enhancing the Tragedy

The sound design plays a crucial role in conveying the emotional intensity of the scene:

  • Initially, we hear Romeo's cries and the sounds of him caressing and kissing his beloved Juliet.
  • As Romeo ingests the poison, sounds of his pain are audible.
  • Finally, when Juliet awakens to find Romeo dead, her cries of
... Continue reading "Romeo & Juliet's Final Scene: A Tragic Cinematic End" »