0451. Python 2 Srednji

Ovaj kurs predstavlja sveobuhvatan vodič kroz Python programiranje, sa posebnim fokusom na obradu podataka i korišćenje ključnih biblioteka poput NumPy, Pandas i Matplotlib. Kurs detaljno objašnjavaju rad sa listama, njihovo indeksiranje i manipulaciju, kao i napredne koncepte poput konstruisanja lista, generatora i iteratora. Poseban akcenat je stavljen na vizualizaciju podataka kroz različite tipove grafikona, uključujući linijske dijagrame, bar-čartove i histograme. Pored tehničkih aspekata funkcija i paketa, izvori pružaju uvid u osnovnu statističku analizu i upravljanje velikim setovima podataka. Materijal je strukturiran tako da korisnika vodi od osnovnih tipova podataka do složenih operacija nad data frame strukturama. Na kraju, kurs služi kao edukativna podloga za rešavanje praktičnih zadataka u oblasti nauke o podacima

Curriculum

27 Chapters · 84 Lessons

1
UVOD 1
1. (Included in full purchase)
  Uvod u osnovni Python
2. (Included in full purchase)
  Tipovi i promenjljive
3. (Included in full purchase)
  PDF: Uvod
4. (Included in full purchase)
  Kviz: Uvod
2
PYTHON LISTE
1. (Included in full purchase)
  Python liste
2. (Included in full purchase)
  Indeksi u listi
3. (Included in full purchase)
  Manipulacije u listi
4. (Included in full purchase)
  Kviz: Python liste
3
FUNKCIJE I PAKETI
1. (Included in full purchase)
  Funkcije
2. (Included in full purchase)
  Metode
3. (Included in full purchase)
  Paketi
4. (Included in full purchase)
  Kviz: Funkcije i paketi
4
NUMPY BIBLIOTEKA
1. (Included in full purchase)
  NumPy
2. (Included in full purchase)
  2D NumPy nizovi
3. (Included in full purchase)
  NumPy: osnovna statistika
4. (Included in full purchase)
  Kviz: NumPy biblioteka
5
UVOD U PYTHON ZA DATA SCIENCE
1. (Included in full purchase)
  Python za data science
2. (Included in full purchase)
  Kviz: Uvod u data science
6
BIBLIOTEKA PANDAS
1. (Included in full purchase)
  Biblioteka pandas
2. (Included in full purchase)
  Biranje kolona i redova
3. (Included in full purchase)
  Kviz: Biblioteka Pandas
7
BIBLIOTEKA MATPLOTLIB
1. (Included in full purchase)
  Pravljenje grafikona
2. (Included in full purchase)
  Dodavanje teksta grafikonu
3. (Included in full purchase)
  Uređivanje grafikona
4. (Included in full purchase)
  Kviz: Biblioteka Matplotlib
8
TIPOVI GRAFIKONA
1. (Included in full purchase)
  Scatter plot
2. (Included in full purchase)
  Bar chart
3. (Included in full purchase)
  Histogram
4. (Included in full purchase)
  Kviz: Tipovi grafikona
9
ZAKLJUČAK 1
1. (Included in full purchase)
  Zaključak
10
UVOD 2
1. (Included in full purchase)
  Uvod u napredni Python
2. (Included in full purchase)
  Uvod
11
MATPLOTLIB
1. (Included in full purchase)
  Osnovni grafikoni
2. (Included in full purchase)
  Histogram
3. (Included in full purchase)
  Podešavanja
4. (Included in full purchase)
  primer yt
5. (Included in full purchase)
  Kviz: Matplotlib
12
REČNICI I PANDAS
1. (Included in full purchase)
  Rečnici
2. (Included in full purchase)
  Pandas
3. (Included in full purchase)
  Kviz: Rečnici i pandas
13
LOGIKA I KONTROLA TOKA
1. (Included in full purchase)
  Logičke operacije
2. (Included in full purchase)
  IF, ELIF i ELSE
3. (Included in full purchase)
  Kviz: Logika i kontrola toka
14
PETLJE
1. (Included in full purchase)
  WHILE I FOR petlje
2. (Included in full purchase)
  Petlje nad strukturama podataka
3. (Included in full purchase)
  Kviz: Petlje
15
TRANSFORMACIJA DATAFRAME-A
1. (Included in full purchase)
  Dataframe
2. (Included in full purchase)
  Sortiranje, indeksiranje i dodavanje kolona
3. (Included in full purchase)
  Kviz: Transformacija dataframe-a
16
AGREGACIJA DATAFRAME-A
1. (Included in full purchase)
  Sumiranje statistike
2. (Included in full purchase)
  Brojanje i grupisanje
3. (Included in full purchase)
  Pivot tabele
4. (Included in full purchase)
  Kviz: Agregacija dataframe-a
17
SEČENJE I INDEKSIRANJE DATAFRAME-A
1. (Included in full purchase)
  Eksplicitni indeksi
2. (Included in full purchase)
  .loc i .iloc
3. (Included in full purchase)
  Kviz: Sečenje i indeksiranje dataframe-a
18
VIZUALIZACIJA DATAFRAME-A
1. (Included in full purchase)
  Vizualizacija podataka
2. (Included in full purchase)
  Nedostajuće vrednosti
3. (Included in full purchase)
  Kviz: Vizualizacija Dataframe-a
19
ZAKLJUČAK 2
1. (Included in full purchase)
  Zaključak
20
UVOD 3
1. (Included in full purchase)
  Uvod u napredni Python 2
2. (Included in full purchase)
  PDF: Uvod
21
FUNKCIJE
1. (Included in full purchase)
  Definisanje funkcija
2. (Included in full purchase)
  Parametri funkcije
3. (Included in full purchase)
  Kviz: Funkcije
22
ARGUMENTI FUNKCIJE
1. (Included in full purchase)
  Lokacija argumenata i promenljivih
2. (Included in full purchase)
  Funkcije unutar funkcija
3. (Included in full purchase)
  Osnovni i definisani argumenti
4. (Included in full purchase)
  Kviz: Argumenti i funkcije
23
LAMBDA FUNKCIJE I RAD SA GRESKAMA
1. (Included in full purchase)
  Lambda funkcije
2. (Included in full purchase)
  Rad sa greškama
3. (Included in full purchase)
  Kviz: Lambda i rad sa greskama
24
KORIŠĆENJE ITERATORA
1. (Included in full purchase)
  Uvod u iteratore
2. (Included in full purchase)
  Rad sa iteratorima
3. (Included in full purchase)
  Korišćenje iteratora za učitavanje podataka
4. (Included in full purchase)
  Kviz: Iteratori
25
KONSTRUISANJE LISTE I ITERATORI
1. (Included in full purchase)
  Konstruisanje liste
2. (Included in full purchase)
  Napredno konstruisanje liste
3. (Included in full purchase)
  Generatori
4. (Included in full purchase)
  Kviz: Konstruisanje liste i iteratori
26
STRIMOVANJE PODATAKA
1. (Included in full purchase)
  Korišćenje generatora za strimovanje
2. (Included in full purchase)
  Korišćenje pd.read_csv iteratora za stimovanje
3. (Included in full purchase)
  Kviz: Strimovanje podataka
27
ZAKLJUČAK 3
1. (Included in full purchase)
  Napredni Python 2 zaključak

Python: From zero to hero

Curriculum

UVOD 1

PYTHON LISTE

FUNKCIJE I PAKETI

NUMPY BIBLIOTEKA

UVOD U PYTHON ZA DATA SCIENCE

BIBLIOTEKA PANDAS

BIBLIOTEKA MATPLOTLIB

TIPOVI GRAFIKONA

ZAKLJUČAK 1

UVOD 2

MATPLOTLIB

REČNICI I PANDAS

LOGIKA I KONTROLA TOKA

PETLJE

TRANSFORMACIJA DATAFRAME-A

AGREGACIJA DATAFRAME-A

SEČENJE I INDEKSIRANJE DATAFRAME-A

VIZUALIZACIJA DATAFRAME-A

ZAKLJUČAK 2

UVOD 3

FUNKCIJE

ARGUMENTI FUNKCIJE

LAMBDA FUNKCIJE I RAD SA GRESKAMA

KORIŠĆENJE ITERATORA

KONSTRUISANJE LISTE I ITERATORI

STRIMOVANJE PODATAKA

ZAKLJUČAK 3