Les 1: Introductie python taal

In dit lesblok ga je kennismaken met python als programmeertaal. We gaan nog niet de diepte in, maar om te beginnen heb je wel kennis nodig van wat belangrijke concepten. Door dit door te lezen en actief de programma’s te lezen en uit te voeren, krijg je een basis waarop we dan later kunnen verdiepen. Deze les zou in 60 minuten gedaan moeten worden.

Lesdoelen:

• structuur van code begrijpen

• soorten variabelen waarmee je onder andere kan werken

• enkele basisbewerkingen als vermenigvuldigen, delen, machtsverheffen

• de print commando voor het weergeven van output

• de IF statement

• twee krachtige ‘flows’: for en while

• bibliotheken

Reminder: bovenin het scherm zie je een raketje, druk daar altijd eerst op voor je een les opent. Daarmee kan je de code ‘runnen’ en manipuleren.

Structuur van code

Hieronder zie je een typisch voorbeeld van een python programma. Je hoeft de in en outs nog niet te kijken, we kijken eerst naar de zogeheten structuur van de code.

Een programma leest je code ‘van boven naar beneden’. Je wilt dus vaak eerst beginnen met je ‘beginwaarden’, in programma hieronder zijn dat drie variabelen a, b en c, die de waarden 3, 5 en 7 willekeurig hebben gekregen.

Daarna wil je wat uitvoeren. Dat kan van alles zijn:

• doe een controle, ALS een VOORWAARDE is voldaan, doe dan DIT: (in het voorbeeld hieronder met if(a+b+c<20>): aangegeven)

• verander de waarden totdat aan een VOORWAARDE is voldaan (voorbeeld later: while)

• verander een aantal keer de waarden (voorbeeld later: for)

Met # kan je opmerkingen schrijven voor degene die je code gaat lezen, dan maak je het begrijpelijk wat je wilt doen of wat er gebeurd in die regel. In deze ‘cursus’ wordt dat vaak gedaan om nieuwe concepten toe te lichten.

Lees de code hieronder en druk op run.

a = 3   # met een hash-tag maak je opmerkingen
b = 5   #met 'a = 3' etc sla je de waarde 3 op in variabele a
c = 7
if (a+b+c<20):  #in het nederlands staat hier "als de som van a+b+c kleiner is dan 20, dan", je eindigt altijd met een :
    print("som is lager dan 20") #LET OP: hier komt een tabje, alles wat in dit blok wordt uitgevoerd tot het tabje verdwijnt
elif(a+b+c>=20): #als de som niet lager is, wat moet er dan gebeuren
    print("som is 20 of hoger") #let op het tabje

som is lager dan 20

Van boven naar beneden:

• in drie regels worden 3 variabelen gedefinieerd. Bijvoorbeeld a=3 betekend “de variabele a wordt gedefinieerd als getal 3”. Je moet de =-teken dus NIET als vergelijking zien (zoals je wellicht gewend bent bij wiskunde), maar als DEFINITIE.

• in regel 4 wordt een controle gedaan met een IF statement.

• in regel 5 komt een TAB, dat een blok voorstelt, waarin de uitvoer wordt beschreven als aan de voorwaarde in regel 4 wordt voldaan. Omdat 3+5+7 inderdaad lager is dan 20, wordt met een commando print(”…”) een tekst geprint. (de output van de code). Op het print-commando komen we nog terug, voor nu is het genoeg om te weten dat het de output weergeeft.

• in regel 6 is de TAB weer terug, want je wilt niet dat dit uitgevoerd wordt als aan de vorige voorwaarde is voldaan. elif kan je in nederlands lezen als ‘ZO NIET DAN ALS DIT’, daarover later meer

• in regel 7 dus weer een tab vooruit, want er moet iets anders gebeuren.

OPDRACHT: verander de waarden van a b en c of verander de voorwaarden (bijvoorbeeld wat als de som lager is dan 15). Zijn de outputs zoals je verwacht?

Soorten variabelen

Je kan programmeren met verschillende soorten variabelen. In deze cursus gaan we er drie tegenkomen, maar meer is mogelijk.

• getallen als variabelen (zoals a = 3 in vorige voorbeeld)

• tekst als variabele, ook wel string genoemd

• lijsten als variabelen (kan ook met array worden aangeduid)

• booleaanse variabelen True en False: waar of niet waar

Getallen als variabelen

Zoals je weet zijn er verschillende typen getallen: gehele getallen, negatieve getallen, breuken en irrationele getallen (zoals wortel(2)). Ook python maakt daar onderscheid in:

• gehele getallen heten integers, en worden afgekort als int

• decimale getallen heten floats Python doet het best netjes, maar er zijn computertalen waarbij je fouten kan krijgen als je bijvoorbeeld een integer en een float wilt vermenigvuldigen. Krijg je een ‘type error’ dan is dat waarschijnlijk de fout. a = 3 zorgt ervoor dat variabele a geforceerd een geheel getal blijft b = 3.0 zorgt ervoor dat variabele b geforceerd een decimaal is. Zie hieronder als voorbeeld, kijk naar de output. In de print() wordt drie keer een som berekend:

• a+2 = 5 want a en 2 zijn allebei integer

• a+2.0 = 5.0 want een int en een float geeft een float

• b+2 = 5.0 want een float en een int geeft een float

• a/2 en b/2 leveren allebei een float op, delen is een breuk dus een decimaal getal

a = 4
b = 4.0

print("a+2=",a+2)
print("a+2.0=",a+2.0)
print("b+2=",b+2)
print(a/2)
print(b/2)

a+2= 6
a+2.0= 6.0
b+2= 6.0
2.0
2.0

Tekst als variabele

Ook tekst kan je als variabel opslaan. Met behulp van enkele ‘ of dubbele “ aanhalingstekens geef je aan dat er tekst is. In het voorbeeld hieronder is een zin opgeslagen in variabele tekst. In programmeertaal heet een stukje tekst een string.

tekst = 'Dit is een stukje tekst, '
tekst2 = "het maakt niet uit of je enkele of dubbele haken gebruikt"

print(tekst, tekst2)

Dit is een stukje tekst,  het maakt niet uit of je enkele of dubbele haken gebruikt

lijsten als variabelen

Een van de opdrachten in een ander les wordt een lijst van de eerste 100 priemgetallen te maken. Een lijst (list) is niets anders dan een verzameling van waarden, denk aan een tabel. Zo’n lijst kan je als variabele opslaan. Een lijst begint en eindigt met rechte haken [ ] en individuele waarden worden gescheiden door een komma ,. Je kan getallen, maar ook tekst, maar ook lijsten zelf in lijsten opslaan. Hieronder zie je een aantal voorbeelden.

lijstvangetallen = [1,2,3,4]
lijstmettekst = ['a', 'twee', 'een stuk tekst']
lijstmettekstengetallenenlijst = [1, 2.0, 'wiskunde D', '2', lijstvangetallen]    #let op, '2' is als tekst opgeslagen en niet als getal

print("lijst getallen:", lijstvangetallen)
print("lijst tekst:", lijstmettekst)
print("lijst met tekst en getallen:", lijstmettekstengetallenenlijst)

lijst getallen: [1, 2, 3, 4]
lijst tekst: ['a', 'twee', 'een stuk tekst']
lijst met tekst en getallen: [1, 2.0, 'wiskunde D', '2', [1, 2, 3, 4]]

Merk dus ook hier weer op: een string worden aangegeven met aanhalingstekens, lijsten met rechte haken, en getallen krijgen niets bijzonders.

Booleaanse variabelen

Booleaanse variabelen heb je vast nooit van gehoord, maar wordt veel gebruikt in programmeren. Er zijn twee waarden: True of False, ofwel waar of niet waar. Let op de hoofdletters, die zijn verplicht in python. Stiekem heb je al er eentje gezien in het eerste programma: if(a+b+c>20). Het deel a+b+c>20 neemt een van de twee waarden aan: als het klopt dat a+b+c groter dan 20 is, dan is het WAAR, en anders ONWAAR. De bewerkingen >, < of == of vormen daarvan initieren zo’n booleanse variabele.
Je kan ‘True’ en ‘False’ ook opslaan in een variabele. Hieronder zeer grote versimpeling.

het_regent = True

if(het_regent):               #let op, je hoeft nu niet  het_regent==True   in te voeren
    print("neem een paraplu mee")
else:
    print("het is droog vandaag")

neem een paraplu mee

Enkele basisbewerkingen

Hier volgt een aantal zogeheten syntax regels, dwz regels hoe je bepaalde bewerkingen moet invoeren.

• Optellen en aftrekken is gewoon een + en een -

• Vermenigvuldigen gaat met een ‘asterisk’: *. Dus 5 keer 3 noteer je als 5*3

• Delen gaat met een forward slash: / dus 15 gedeeld door 3 noteer je als 15/3

• Machtsverheffen doe je met twee sterretjes: 5 tot de macht 3: 5**3. De logica is dat machtsverheffen hetzelfde is als herhaaldelijk vermenigvuldigen: 5^3 = 5 keer 5 keer 5 dus driemaal met 5 vermenigvuldigen.

• Eén enkele =-teken is in python “definitie”, in andere programmeertalen kan dat ook := zijn. Wil je juist testen of een variabele gelijk is aan een andere variabele, dan moet je twee =-tekens gebruiken. Bijvoorbeeld if(D==0): betekend ‘Als D gelijk is aan 0, dan:’

• Groter gelijk of kleiner gelijk testen doe je met >= of <= .

De print() - commando

Je bent het al een paar keer tegengekomen, het commando print. Als je code runt zonder print() commando, zal je geen output zien:

a = 3
b = 5
c = a+b

Voeg je echter aan het einde een print() opdracht, dan krijg je wel een output te zien. Wil je de uitkomst van hebben:

a=3
b=5
c=a+b
print(c)

8

Je krijgt met de vorige codeblok enkel de waarde 8 te zien. Misschien wil je meer zaken onder elkaar printen. Dan is het handig om aan te geven wat die output voorstelt. Je kan dan met “ aanhalingstekens een stuk tekst geven, en na deze tekst een komma plaatsen gevolgd door de variabele: print("c=", c) geeft dan als output c=8.

a=3
b=5
c=a+b
print(a)
print(b)
print(c)
print("a=", a)
print("b=", b)
print("c=", c)

3
5
8
a= 3
b= 5
c= 8

Je kan door meerdere komma’s te gebruiken ook meerdere dingen in één printcommand zetten. Hier een voorbeeld waar je, ongeacht de waarde van c, de getallen a+b = c als output krijgt. Verander a en b maar en zie dat er uitkomt wat je verwacht.

a=3
b=5
c=a+b
print(a,"+",b,"=",c)

3 + 5 = 8

Soms kan het handig zijn om een zogeheten seperator te gebruiken om verschillende waarden van elkaar te onderscheiden. 16 november 2026 kan bijvoorbeeld geschreven worden als 16-11-2026. Dat kan door een optie sep="-" toe te voegen, zie voorbeeld. Je kan ook andere symbolen of teksten gebruiken.

dag = 16
maand = 11
jaar = 2026
print(dag, maand, jaar, sep="-" )

16-11-2026

Standaard drukt print() opdracht aan het einde op ‘enter’, het geeft in de output een nieuwe regel. Hieronder zie je een stukje code, waarin de eerste vijf kwadraten geprint worden (de for-loop wordt later uitgelegd!).

for i in range(1,6):   # voor elke waarde i van 1 tot 6
    print(i**2)       # print i^2

1
4
9
16
25

Echter wil je soms de kwadraten op één regel hebben. Dat kan met de end="" optie, tussen de aanhalingstekens kan je ook andere symbolen gebruiken, bijvoorbeeld als output “1 en 4 en 9 en …” wilt hebben:

for i in range(1,6):
    print(i**2, end=" en ")

1 en 4 en 9 en 16 en 25 en 

Let op dat er een extra “en” kom, omdat je tegen python zegt dat je een “en” moet printen aan het einde van je regel.

Dit geeft mooi het verschil aan tussen de sep en de end optie:

• bij sep wordt TUSSEN elke output een object geplaatst (zoals spatie of en)

• bij end wordt NA elk output een object geplaatst

Hoe je dit oplost komt in een ander hoofdstuk aan bod

Een heel andere manier van opmaak is gebruik maken van een f-string. De letter f wordt herkend en je gebruikt accolades {} om variabelen in de tekst weer te geven. Zeker bij wiskunde is dat een fijne methode van werken voor de output, als je bijvoorbeeld niet alle 16 decimalen wilt hebben maar slechts 2.

Voorbeelden zie je hieronder, met opmerkingen # is aangegeven wat er anders is en wat er gebeurd. In de basis geef je met {variabele : opmaak} aan welke variabele welke opmaak moet krijgen. Enkele opties: .2f geeft getal in twee decimalen weer, de f staat voor ‘fixed point’ .2e geeft het getal in twee decimalen in wetenschappelijke notatie (2.23e4 = 2.23x10^4 = 2230 ) een tabel maken, zie hieronder, met bijvoorbeeld .4d ga je 4 plekken opzij

import math    # het begrip bibliotheek komt later
getal = math.pi   #sla de waarde pi op in getal
print(getal)   
print(f"Standaard: {getal}")  #zelfde output, je krijgt de eerste zoveel decimalen van pi
print(f"2 decimalen: {getal:.2f}")  #met getal:.2f geef je aan dat je een opmaak van 2 decimalen wilt
print(f"4 decimalen: {getal:.4f}")  #of 4 decimalen

grootgetal = 2342876341237
print(f"in wetenschappelijke notatie: {grootgetal:.5e}")  #het grote getal is in wetenschappelijke notatie afgerond op 5 decimalen


# een tabel 'tekenen' in een blok van 15 breed
#hieronder wordt een tabel getekend van x = 1 tot en met 3, en y = 10.5123*x
#de x-waarde wordt vanaf de 4e plek (.4d) gegeven (dimensie 4) en y vanaf positie 8, en worden met .2f twee decimalen afgerond
print("   x      y")
print("-" * 15) # Trek een lijntje van 15 strepen

for x in range(1, 4): # doe het volgende voor de waarden x=1, 2 en 3
    y = x * 10.5123   #bereken de waarde van y voor x=1, 2 en 3
    print(f"{x:4d} | {y:8.2f}")   #zie boven, tussen x waarden en y waarde komt een verticaal streepje

3.141592653589793
Standaard: 3.141592653589793
2 decimalen: 3.14
4 decimalen: 3.1416
in wetenschappelijke notatie: 2.34288e+12
   x      y
---------------
   1 |    10.51
   2 |    21.02
   3 |    31.54

De IF statement

Bij programmeren wil je wel eens tussendoor bepalen of aan een bepaalde conditie voldaan wordt, wat bepaald wat de volgende stap in de code gaat zijn. Een bekend voorbeeld in de onderbouw is het algoritme om a x^2 + b x + c = 0 op te lossen: de ABC formule.

Daartoe moest de discriminant bepaald worden, en de waarde daarvan bepaalt het aantal oplossingen: Als D=0 is er één oplossing, als D>0 zijn er twee oplossingen en als D<0 zijn er geen oplossingen.

Een van de opdrachten aan einde van de les wordt om de volledige abc formule te maken, voor nu bepalen we alleen het aantal oplossingen van de vergelijking 2x^2+3x-5=0

a=2
b=3
c=-5
D=b**2 -4*a*c   #komt later, maar b**2 geeft het kwadraat van b
if(D>0):        #Als D groter is dan 0...
    print("er zijn twee oplossingen")
elif(D==0):     #Als D gelijk is aan nul, let op de twee =-tekens!
    print("er is één oplossing")
elif(D<0):      # Als D kleiner is dan nul...
    print("er zijn geen oplossingen")

print(D)

er zijn twee oplossingen
49

Opgevallen dat je twee =-tekens moet gebruiken? DAt komt omdat één =-teken betekend “definieer”, a=3 betekend definieer a als waarde 3. Terwijl a==3 een gelijkheidscontrole is. Is de linkerkant gelijk gedefinieerd aan de rechterkant?

elif staat voor ‘else if’: “als de vorige voorwaarde niet voldaan is, controleer dan nu deze voorwaarde”. Je kan willekeurig hoeveelheid elif blokken hebben. Er bestaat ook iets als else, die gebruik je als aan geen van de voorwaarden voldaan is. Dit staat altijd aan het einde. Je komt in andere opdrachten wel een goed voorbeeld tegen.

We raken nu ook gelijk een andere type variabele aan die we nu kort bespreken: de booleanse variabele. Deze heeft twee waarden True of False. Stel in voorbeeld hierboven heeft D de waarde 49. Dan is het waar dat D>0. if (D>0) wordt door python dus gelezen als if (True) dan gaat ie het blok na de dubbele punt volledig uitvoeren. Is het niet waar, dan gaat het naar de volgende if-statement. We komen later terug op booleanse variabelen.

De For en While lus

Je bent hierboven al een paar keer het commando for tegen gekomen. Soms wil je een vast aantal berekeningen doen. In een van de voorbeelden wilden we de eerste vijf kwadraten weten, dat zijn 1^2 = 1, 2^2 = 4, 2^3 = 9 etc. In programma taal wil je dus voor elke waarde i, van i=1 tot en met i=4, het kwadraat uitrekenen en printen. In engels is dat “for i equal 1 to 5” en in programmeertaal is dat ineens for i in range(1,6). Huh, waar komt die 6 vandaan? Het commando range(a,b) geeft een LIJST van de waarde a tot b (en niet tot en met)`. Het start met i=1, doet dan een kwadraat printen, en als het klaar is vervangt het de waarde i van 1 naar 2, etc, tot 6 bereikt is, dan gaan we ‘uit de for-loop’ springen en doen we wat anders. Hieronder een voorbeeld voor de eerste 10 even getallen die we onder elkaar willen printen.

for i in range(1,11):
    print(2*i)

2
4
6
8
10
12
14
16
18
20

Een for loop ‘loopt’ dus door een vaste set getallen heen, het heeft een duidelijk begin en een duidelijk einde. Je kan in range ook nog een stapgrootte aangeven met een 3e argument: range(a,b,2) slaat er steeds eentje over en zou je dus iets makkelijker de even getallen weer kunnen genereren. Bedenk zelf waarom voor 2 en 21 is gekozen

for i in range(2,21,2):
    print(i)

2
4
6
8
10
12
14
16
18
20

Je kan ook ‘tussentijds’ uit de for loop springen met de break optie. Hier komt ook gelijk een optie van de if-statement naar voren.

for i in range(1,100): #ga de getallen van 1 tot 100 af
    print(2*i) #bereken 2*i, zodat we een even getal hebben
    if(2*i>20):  #als de waarde van 2*i groter is dan 20, dan stappen we uit de for loop
        break

2
4
6
8
10
12
14
16
18
20
22

Een andere type lus is de while lus. Dat gebruik je als je berekeningen wil blijven uitvoeren tot een bepaalde voorwaarde is voldaan. Als je bijvoorbeeld niet weet hoeveel oneven getallen er onder de 20 zijn, kan je ook de while lus gebruiken:

getal = 2     #definieer een start, 2 is het eerste even getal dus begin daar maar.
while getal < 21:  #we gaan door tot en met 20, dus tot 21
    print(getal)   #print het getal
    getal = getal + 2 #verhoog de waarde met 2

0
2
4
6
8
10
12
14
16
18
20

Een groot gevaar met de while lus is de zogeheten infinite loop: je blijft maar oneindig doorrekenen, omdat de eindconditie niet wordt bereikt. Dat kan inherent aan de context zijn, bijvoorbeeld exponentieel verval dat nooit de waarde 0 bereikt. Zie hieronder. Vaak zal python dit herkennen en een foutmelding geven, maar het kan zijn dat je een paar uur moet wachten voordat het klaar is.

Je mag dat proberen in de code hieronder, verander de groeifactor naar waarde 2 bijvoorbeeld. Dit is standaard uitgezet, want je gaat je scherm vullen met getallen. Waarschijnlijk moet je je browser even refreshen om het weer te repareren!

waarde = 10
groeifactor = ...
while(waarde>0):
    waarde=waarde*groeifactor
    print(waarde*groeifactor)

#dit geeft de waarden 10, 20, 40, 80, etc tot oneindig, want de waarde zal altijd positief zijn!

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[1], line 4
      2 groeifactor = ...
      3 while(waarde>0):
----> 4     waarde=waarde*groeifactor
      5     print(waarde*groeifactor)

TypeError: unsupported operand type(s) for *: 'int' and 'ellipsis'

#ander natuurkunde voorbeeld, waarbij perongeluk een bal oneindig lang de hoogte in gaat in plaats van naar beneden (wat zou je aan moeten passen?)
h=1.5
v=0
g=9.81
dt=0.01
while(h>0):
    v = v+g*dt
    h = h+v*dt
    print(h)
    if(h>100000):    #DIT S VOOR DEZE LES TOEGEVOEGD, OMDAT DE BROWSER HIERVAN VASTLOOPT WIL JE HET PROBEREN VERWIJDER DEZE TWEE REGELS MAAR
        break

1.500981
1.502943
1.5058859999999998
1.5098099999999999
1.5147149999999998
1.5206009999999999
1.5274679999999998
1.535316
1.5441449999999999
1.553955
1.564746
1.5765179999999999
1.5892709999999999
1.6030049999999998
1.6177199999999998
1.6334159999999998
1.6500929999999998
1.6677509999999998
1.6863899999999998
1.7060099999999998
1.726611
1.7481929999999999
1.770756
1.7943
1.818825
1.844331
1.8708179999999999
1.898286
1.9267349999999999
1.956165
1.986576
2.0179679999999998
2.050341
2.083695
2.11803
2.153346
2.189643
2.226921
2.26518
2.30442
2.3446409999999998
2.385843
2.428026
2.47119
2.515335
2.560461
2.606568
2.6536560000000002
2.701725
2.750775
2.800806
2.851818
2.903811
2.956785
3.0107399999999997
3.065676
3.121593
3.1784909999999997
3.2363699999999995
3.2952299999999997
3.3550709999999997
3.4158929999999996
3.4776959999999995
3.540479999999999
3.6042449999999993
3.6689909999999992
3.734717999999999
3.801425999999999
3.869114999999999
3.937784999999999
4.007435999999998
4.078067999999998
4.149680999999998
4.222274999999998
4.295849999999998
4.370405999999998
4.445942999999998
4.522460999999998
4.599959999999998
4.6784399999999975
4.757900999999998
4.838342999999997
4.919765999999997
5.002169999999997
5.085554999999997
5.169920999999997
5.2552679999999965
5.3415959999999965
5.428904999999997
5.5171949999999965
5.606465999999997
5.696717999999996
5.787950999999996
5.880164999999996
5.973359999999996
6.067535999999996
6.162692999999996
6.258830999999996
6.355949999999996
6.454049999999996
6.553130999999996
6.653192999999996
6.754235999999996
6.856259999999996
6.959264999999996
7.063250999999996
7.168217999999996
7.274165999999996
7.381094999999996
7.489004999999996
7.597895999999996
7.707767999999996
7.818620999999996
7.930454999999996
8.043269999999996
8.157065999999997
8.271842999999997
8.387600999999997
8.504339999999997
8.622059999999998
8.740760999999997
8.860442999999998
8.981105999999999
9.102749999999999
9.225374999999998
9.348980999999998
9.473567999999998
9.599135999999998
9.725684999999999
9.853214999999999
9.981725999999998
10.111218
10.241691
10.373145
10.50558
10.638996
10.773393
10.908771
11.04513
11.18247
11.320791
11.460093
11.600376
11.74164
11.883885000000001
12.027111000000001
12.171318000000001
12.316506000000002
12.462675000000003
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100002.4631610053

Wanneer gebruik je welke?

• een for loop gebruik je als je een vaste set waarden wilt doorlopen, je weet de beginpunt en het eindpunt en eventueel stapgrootte (Als dat niet standaard 1 is)

• een while loop gebruik je als je een eindpunt wel weet, maar niet weet wanneer deze wordt bereikt. De voorwaarde wordt in het codeblok eronder herberekend. Een gevaar is dat de code niet eindigd en je in een infinite loop zit.

Bibliotheken

Python is niet voor niets één van de grootste en bekendste programmeertalen. Door een enorm grote community zijn er al veel functies geschreven en die zijn gecategoriseerd in zogeheten bibliotheken (library). Die kan je importeren en aanroepen. Hieronder twee voorbeelden die we vaak gaan gebruiken: de math bibliotheek heeft bijvoorbeeld alle functies die je bij wiskunde verwacht: wortel trekken, aantal decimalen van pi, logaritme, etc. de matplotlib is een bibliotheek met functies omtrent plotten, ofwel grafieken maken. numpy is ook een bibliotheek die speciaal bedoeld is voor numeriek python, welke we ook vaak zullen gebruiken.

Om een bibliotheek ‘op te roepen’ start je bovenaan je code met import math bijvoorbeeld. Om een ‘boek’ uit die bibliotheek te pakken, een methode genoemd, gebruik je een punt. Zo roept math.pi uit de math bibliotheek de waarde van pi aan. Door gewoon te googlen kan je uiteenlopende methoden vinden.

Als je typwerk wilt besparen, kan je de bibliotheek ook een kortere naam vinden. import numpy as np kort dus numpy af als np, en de ‘worteltrekken methode’ is dan np.sqrt() geworden

LOSSE OEFENOPDRACHTEN

Hieronder vind je een aantal losse oefenopdrachten. Lees het stukje over chatgpt gebruik als je daar meer over wilt weten, je kan namelijk eenvoudig de opdracht in chatgpt vragen en krijg je een python antwoord terug. Het is uiteraard de bedoeling dat je ZELF nadenkt, maar gebruik van gemini of chatgpt wordt NIET ONTMOEDIGD, als je maar leert begrijpen wat er gebeurd en waarom. Krijg je foutmeldingen die je niet begrijpt kan je dit OOK aan chat vragen.

Je kan de opdrachten hieronder uitwerken door op de code te klikken, aan te passen en te runnen. Als je twijfelt of aande opdracht is voldaan, vraag een docent.

#Opdracht 1a: print  de eerste 30 ONEVEN getallen, startend met waarde 1

#Opdracht 1b: print de 30 opeenvolgende ONEVEN getallen, startend met 123

#Opdracht 2: Hieronder zie je een stukje code. Kan je uitleg bedenken waarom je een foutmelding krijgt

a= 2
b = '4'
print(a+b)

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[43], line 5
      3 a= 2
      4 b = '4'
----> 5 print(a+b)

TypeError: unsupported operand type(s) for +: 'int' and 'str'

#Opdracht 3: Maak het programma van de ABC formule af. Hieronder zie je het beginnetje. 
# De output moet de oplossingen x1 en x2 geven, afhankelijk van D
# Zorg ervoor dat de x1 en x2 waarden worden AFGEROND op drie decimalen
# de wortel moet je aanroepen met een bibliotheek, dat is hieronder vast even gedaan. 
# wortel 2 kan dan bijvoorbeeld berekend worden met np.sqrt(2)

import numpy as np


a=...
b=...
c=...
D=
if(D>0):

elif(D==0):

elif(D<0):