Python for Data Science Full Course Part 2 || 15+ Hours | 5+ Libraries
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- Опубликовано: 11 сен 2024
- Welcome to Part 2 of our comprehensive Python for Data Science course! In this installment, we dive even deeper into the world of data science with over 15 hours of in-depth tutorials, covering more than 5 essential Python libraries.
Python for Data Science Full Course Part 1 - • Python for Data Scienc...
In this Video
00:00 - Intro
05:10 - How To Download Notes
09:41 - Lecture No. 14 : List in Python Part 1
48:06 - Lecture No. 15 : List in Python Part 2
1:21:42 - Lecture No. 16 : Special Class
1:52:24 - Lecture No. 17 : Tuples in Python part 1
2:20:13 - Lecture No. 18 : Tuples in Python part 2
2:39:03 - Lecture No. 19 : Tuples in Python part 3
3:01:45 - Lecture No. 20 : Sets in Python Part 1
3:26:36 - Lecture No. 21 : Sets in Python Part 2
3:47:24 - Lecture No. 22 : Sets in Python Part 3
4:12:35 - Lecture No. 23 : Dictionary in Python part 1
4:34:50 - Lecture No. 24 : Dictionary in Python part 2
4:55:39 - Lecture No. 25 : Dictionary in Python part 3
5:11:33 - Lecture No. 26 : Dictionary in Python part 4
5:38:01 - Lecture No. 27 : Dictionary in Python part 5
5:54:11 - Lecture No. 28 : OOPS in Python part 1
6:29:20 - Lecture No. 29 : OOPS in Python part 2
6:57:03 - Lecture No. 30 : OOPS in Python part 3
Python Libraries : Numpy, Pandas , Matplotlib, Seaborn, Plotly
7:24:08 - Numpy Part 1
8:05:36 - Numpy Part 2
8:56:17 - Pandas Part 1
9:54:33 - Pandas Part 2
10:51:40 - Matplotlib part 1
11:46:08 - Matplotlib part 2
12:39:00 - Seaborn Part 1
13:26:09 - Seaborn Part 2
14:10:33 - Plotly
Special Project
15:04:37 - Zomato Data Exploration
✳️Download the Notes & Data Set - github.com/The...
📚 Course Content:
Advanced NumPy for numerical computations
Pandas for data manipulation and analysis
Matplotlib and Seaborn for data visualization
Scikit-learn for machine learning
Statsmodels for statistical modeling
💻 Hands-On Projects: Apply your knowledge with real-world projects that will help you master these libraries and gain practical experience.
🔍 Deep Dives: We’ll go beyond the basics, exploring advanced techniques and best practices in each library.
📊 Data Science Workflows: Learn how to efficiently combine these libraries to create powerful data science workflows.
🌟 Additional Resources: Access further resources and materials to enhance your learning experience.
✨Lecture 14 to 30 Notes - www.theiscale....
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Whether you're continuing from Part 1 or just starting out, this course is designed to elevate your data science skills and prepare you for real-world challenges. Don't forget to like, comment, and subscribe for updates on the next parts of this series!
#Python #DataScience #FullCourse #NumPy #Pandas #Matplotlib #Seaborn #ScikitLearn #Statsmodels #DataVisualization #MachineLearning #LearnPython #TechEducation #DataScienceProjects
thanks a lot for this tutorial..i am waiting for this.
You are welcome 😊
You are great.
my_list=[1,2,3,4]
tup1=tuple(my_list)
print(tup1)
Option A is Correct Way.
# HOME WORK NO 1
list1=[[1,2], [3,4], [5,6]]
list2=[[7,8], [9,10]]
list3= list1+list2
print(list3)
Output
[[1, 2], [3, 4], [5, 6], [7, 8], [9, 10]]
num_people=int(input("enter the no of people"))
ages = []
for i in range(num_people):
age=int(input("enter the age of the person"))
age.apend(ages)
print(ages)
Lecture 14 (Practice Question 3)
Solution:
list = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
length = int(len(list) / 2)
first_half = list[:length]
sec_half = list[length:]
# Swapping the list ...
swapped_list = sec_half + first_half
# Sum of 3 integers ...
print("Sum of Last 3 integers:", sum(list[-3:]))
print("Swapped List:", swapped_list)
Lecture 17 practice Q2
Option C is correct way..
str = input("enter your choice sentence here:")
print(str.upper())
list = str.split()
print(list)
new_list = " ".join(list)
print(new_list)
Practice questions 1
Option no b is correct
Practice questions 2
Option no b is correct
Mam, is dsa required in data science? if required then how much! Please reply
empty_list = list1[5:] + list1[:5]
print(empty_list)
print("sum of first three number of new list", sum(empty_list[:3]))
sentence = "This is an example sentence."
uppercase_sentence = sentence.upper()
words_list = uppercase_sentence.split()
modified_sentence = " ".join(words_list)
print(modified_sentence)
3:00:34
practice questions 1
Option no b
Practice questions 2
Option 2
# list sorting: home work-2
#a. creat a list named ages containing integers representing ages of individuals.
ages=[45,89,75,28,24,50,65,18]
print(ages)
#b. sort the list in asending order.
ages.sort()
print(ages)
#c sort the list in desending order
ages.reverse()
print(ages)
#d print the sorted list
print("The sorted list is ",ages)
list = [1,2,3,4,5,6,7,8,9,10]
sum_last_elements = sum(list[7:])
print(sum_last_elements)
Ans 1) swapping the two halves
num = int(len(numbers)/2)
half1 = numbers[ : num]
half2 = numbers[num : ]
new_list = half1+half2
print(new_list)
Ans 2
SumOfLastThree = 0
for val in data[-3 : ] :
SumOfLastThree += val
print(SumOfLastThree)
keep learning
Lecture 14- Practice Question 3
data = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
second_half = data[-5:]
first_half = data[:5]
swap = second_half + first_half
print(swap)
sum_data = sum(data[-3:])
print(sum_data)
Thank you second part par abhi pahle part ka 5 घंटा hi देखा hun
keep learning
Thanks for providing this tutorial This is very useful for us.
thankyou
2:18:56
Practice questions 1
Option no a
Your lectures are soft tooooo
words=["hello, world!
", "python is awesome!
", "i love coding
"]
sentences=''.join(words)
print(sentence)
Output
hello, world!
python is awesome!
i love coding
Nice mam you are doing hard work for students i appreciate you ❤️
Mam reply this comment
Thanks a lot
thankyou g for sharing such a valuable technogogy with us i request u please share more vedio
sure, keep learning
Dict.item() 5:52:35
Lecture 15 Practice question 4
sentences = ['Hello, world!', 'Python is awesome!', 'I love coding!']
result = "
".join(sentences)
print(result)
Thank you very very much madam for part 2
keep learning
U guys are doing great work 👏🙏
Thank you 🙌
1:51:40
Ans 1
string = "Hello world! I love coding"
List_word = [ ]
Idx = [ ]
for i in range ( 0, len(string)) :
if(string [i] ==" " :
Idx.append(i)
List_word.append(string [0 : idx[0]])
for i in range (0,len(idx)-1):
St = string [idx[i] : idx[i+1]]
List_word.append(St)
List_word.append(string [idx[-1] : ] )
print (List_word)
for i in List_word :
print (i, sep=" ", end=" ")
keep learning
string = "Hello world! I love coding"
List_word = [ ]
Idx = [ ]
for i in range ( 0, len(string)) :
if(string [i] ==" ") :
Idx.append(i)
List_word.append(string [0 : Idx[0]])
for i in range (0,len(Idx)-1):
St = string [Idx[i] : Idx[i+1]]
List_word.append(St)
List_word.append(string [Idx[-1] : ] )
print (List_word)
for i in List_word :
print (i, sep=" ", end=" ")
This is Right answer Bro
⚠⚠⚠⚠I need help plz someone guide me.. When I import csv file as, pd.read_csv("titanic.csv") the dataframe appear below but when i assign it to a variable as, df = pd.read_csv("titanic.csv") . So the datafram do not show below. I search manythings but did not solved.. Plz someone help me⚠⚠⚠⚠
This is very valuable class.
thankyou
age = [18,19,22,16,12,30,31,33,28,29,22]
age.sort()
print(age)
age.sort(reverse = True)
print(age)
2:19:11
Option no c
Superb work ma'm... after understanding & learning from this video... are we able to apply for a job as data scientists
(00:40:30 min)
HOME_WORK
numbers =[1,2,3,4,5,6,7,8,9,10]
print (numbers[-5:] + numbers [0:5])
last_3_digits = sum(numbers[7:10])
print ('The sum of last 3 digits is', last_3_digits)
[6, 7, 8, 9, 10, 1, 2, 3, 4, 5]
The sum of last 3 digits is 27
Guys Response pls, if i am right
aap bahot accha sikhate ho.lekinagar aap thoda zoom karke video banaye to accha hoga.
Excellent!!!
thankyou
at 1:07:20 time
For data cleaning Ques
I write this code
for i in responses :
if ( i == " " ) :
responses.remove(i)
But it is not working properly why ?
1:12:23
Ans 1 : b option
Ans 2 : b option
keep learning
sentence = ["Hello, World!", "Python is awesome!", "I love coding"]
a = """Hello World!
Python is awesome!
I love coding!"""
print(a)
Pls check that above is correct or not?
my_list = [1, 2, 5, 3, 4]
print(my_list)
print(type(my_list))
number = tuple(my_list)
print(number)
print(type(number)) what is error inside it i am not able to understand it
Q 1 ). B) option
Q 2) A) option
keep learning
9:23:05
Mam isko krne se job k liye ready ho jyenge kya?
Mam me only 12th pass hu to data scinces sikh ne ke bad compny me Job ke liye koy graduetion to nahi mange ge na ?
Ap ky lectures ka pdf mil sakta hy Kia?
1 hour 7 min
why we dont use slicing here
survey_data = ["yes", "no", "maybe", "", "","yes", "", "no", "", "may be"]
for i in survey_data[:]:
if i == "":
survey_data.remove(i)
print(survey_data)
can you explain if we miss [:] in for loop why it show one empty item in list in output
waise aapne vs code use kyu nai kiya mam
Mam full video me topics divide karo to koi particular topic ko easy se find kar ke learn kar sakte hai !! Think about this for your views benefits.
Description me mention Kiya h mam ne .....topics with time slot.
Bro yeh python for data science idhar hee khatam hogaya ya aur bhi hai
Aur bhi videos aane wala hai
Hello, I think in part1 this is just python stuff and this too might
I hope there will Tutorial for Data Science and Machine Learning.
sure
It's great.....
thankyou
Mam pandas library wale topic me (10:44:18) 'taxonomy.csv' file knha se download kare
haa bhai same problem
Can people from other countries register for getting free course ?
9:23
Power bi data modeling per video bna do ❤️🙏🙏
Ok soon
kisi ke pass notes hai to bhej do .The given links are not working
From where i can get zomato data set…?provide link of that data set
✳️Download the Notes & Data Set - github.com/TheiScale/RUclips-Video-Notes/tree/main/Zomato_Python_Project
Part one ka Link please
sum function is giving me an error
❤
keep learning
I'm not receiving the OTP for logging in even though i'm entering the right phone number
7880113112 kindly contact with us on whatsapp
Power bi ka course please
ruclips.net/video/z2rSeFKrNIk/видео.html
🎉🎉🎉❤❤❤
keep learning
Website free course for only indian. I request u, give a opportunity to learn from data science. I am from Bangladesh
Part 1 kaa link share krdo pls ma'am
ruclips.net/video/LgW6Vla0kXA/видео.html
how i can access part one please share link
part 1 - ruclips.net/video/LgW6Vla0kXA/видео.html
where is part 1
ruclips.net/video/LgW6Vla0kXA/видео.html
App ma OTP nahi aaraha hai
7880113112 kindly reach out to us on whatsapp
1:11:49
Question: 1
list1 = [[1,2], [3,4], [5,6]]
list2 = [[7,8], [9,10]]
new_list = list1 + list2
print(new_list)
Question: 2
list = ["Hello World!", "Python is awesome!", "I love coding!"]
for i in list:
print(i)
7:25:03
This is your old lectures and video is lagging continuously and it is too much irritating. So I request you upload better quality videos on libraries in python.
U guys are doing great work 👏🙏
Thank you so much 😀