Python for Data Science – Course for Beginners (Learn Python, Pandas, NumPy, Matplotlib)
This Python data science course will take you from knowing nothing about Python to coding and analyzing data with Python using tools like Pandas, NumPy, and Matplotlib.
💻 Code: https://github.com/datapublishings/Course-python-data-science
This is a hands-on course and you will practice everything you learn step-by-step. This course was created by Maxwell Armi. You can check out more of his data science videos on his YouTube channel here: https://www.youtube.com/c/AISciencesLearn
🎥 Learn more about Data Science with videos from freeCodeCamp’s Data Science Playlist: https://www.youtube.com/playlist?list=PLWKjhJtqVAblQe2CCWqV4Zy3LY01Z8aF1
⭐️ Course Contents ⭐️
⌨️ (0:00:00) Introduction to the Course and Outline
⌨️ (0:03:53) The Basics of Programming
⌨️ (1:11:35) Why Python
⌨️ (1:33:09) How to Install Anaconda and Python
⌨️ (1:37:25) How to Launch a Jupyter Notebook
⌨️ (1:46:28) How to Code in the iPython Shell
⌨️ (1:53:33) Variables and Operators in Python
⌨️ (2:27:45) Booleans and Comparisons in Python
⌨️ (2:55:37) Other Useful Python Functions
⌨️ (3:20:04) Control Flow in Python
⌨️ (5:11:52) Functions in Python
⌨️ (6:41:47) Modules in Python
⌨️ (7:30:04) Strings in Python
⌨️ (8:23:57) Other Important Python Data Structures: Lists, Tuples, Sets, and Dictionaries
⌨️ (9:36:10) The NumPy Python Data Science Library
⌨️ (11:04:12) The Pandas Python Data Science Python Library
⌨️ (12:01:31) The Matplotlib Python Data Science Library
⌨️ (12:09:00) Example Project: A COVID19 Trend Analysis Data Analysis Tool Built with Python Libraries
by freeCodeCamp.org
linux foundation
Day 1-3:06:00
%whos doesn't work on pydroid3
6:57:40
is it worth watching 4 years old video or we should watch any other latest video?
53:29
11:44:10 df.head() doesn't return normally in any other IDE, there you will have to prinde df.head() to get the output
Why the fuq there are so many ads? Within 30 mins I have seen 5 20 seconds ads!
I don’t have money to go to a bootcamp to learn coding so I’m very thankful for you sir it’s really life changing for me ❤
Sir just a small doubt at 4:14:00 instead of taking round () can we use int(input()) to get only the integer value ??
And most of all THANKS A MILLION FOR THIS VIDEO !!! sir
Hi guys, which programming is useful for dentist s?
Really awesome!!!!!!!!!
I do have a small doubt how much knowledge and application level should you have to truly say you have mastered a certain language?
Anyone watching in 2024?
where can I get the csv file ?
Very good explaination, realy love it, thanks for this👍
Expecting more tutorial related DS on future
what is the short-cut key u used in 2:21:23
0:00:00 Problem Solving
1:11:35 Why Python
1:20:27 What is an IDE
1:29:48 IDE statistics
1:33:10 Installing Python (Anaconda)
1:37:25 Hello World Program
1:53:33 Variables & Operators
2:27:46 Type bool & Comparisons
2:55:39 Some Useful Functions
3:20:04 Control Flow
5:11:54 Functions
6:41:48 Modules
7:02:45 Practice Functions
7:30:06 Strings
8:23:57 Data Structure
9:36:12 Numpy
11:04:13 Pandas
12:01:34 Matplotlib
Thanks for this amazing video. I am a CS student from India. I knew basic python previously and was trying to find a good tutorial that would introduce me to the world of Data Science and its packages. I bet it has done a pretty good job increasing my interest further in this domain. Thanks a lot again for this amazing video. May God Bless You !! ❤❤
Have to finish this marathon..
very clear gona take up other courses from ai sciences
A=[1,2,4,-5,7,9,3,2]
B=[]
n=len(A) #8
valor=0
indice=0
#grabamos el vector B igual al vector A
for i in range (n): # el valor de n no se incluye en la secuencia
valor=A[i]
B.append(valor)
for i in range (n):
for j in range(i+1,n,1):
if B[j]<B[i]:
# aux=B[i]
# B[i]=B[j]
# B[j]=aux
B[i],B[j]=B[j],B[i]
for i in range(n):
if A[i]==B[0]:
indice=i
print("El menor valor es", B[0])
print("De índice inicial",indice)
print("vector ordenado de menor a mayor", B)
Let’s start 🔥🫡
Thanks!
THANK YOU
JUST FINISHED THE COURSE
Where can I get this dataset, can anyone share the link
I'm currently watching this video, i got to the numpy part where the tutor was trying to find the index of an element in an array. I decided to write the flow below and it worked.
c = [ ]
for i in a:
if i != -1200:
c.append(0)
else:
c.append(1)
print(np.where(c))
thank you sir it means a lot
45:07 indexing starts from 0 and goes upto length-1
P.S. its for Python ; for pseudocode its upto the author
Can i get internship just by learning this tutorial????
Will comment here again after getting a job in data science Inshallah
Thanks!
thank you for really good explanation
Thanks to this freecodcamp, and this teacher,desi accent of english😅❤