Python for Data Science | Data Science With Python | Python Data Science Tutorial | Intellipaat




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🔥Intellipaat Python for Data Science Course: https://intellipaat.com/python-for-data-science-training/
In this python for data science video you will learn end to end on data science with python. So this python data science tutorial will help you learn various python concepts and machine learning algorithms to get you started in this technology.
#PythonforDataScience #DataScienceWithPython #PythonDataScienceTutorial #PythonforDataScienceTraining #PythonforDataScienceCourse #LearnPython #PythonDataScience #PythonforDataAnalysis

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📝Following topics are covered in this tutorial:
Introduction to Pandas – 1:03
Pandas vs Numpy – 4:24
How to import Pandas in Python – 5:20
Data-set in Pandas – 6:04
What is a series object – 6:41
DataFrame in Pandas -10:54
How to create a DataFrame – 11:56
Merge,Join & Concatenate in Pandas – 18:07
Importing & Analyzing the Dataset – 32:15
Manipulating the Dataset – 43:00
Introduction to Machine Learning – 49:46
How does Machine Learn – 53:23
Machine Learning popular MYTH! – 55:07
Types of Machine Learning – 57:21
What is Regression – 1:13:31
Types of Regression – 1:21:17
What is Linear Regression – 1:26:54
Understanding Linear Regression – 1:30:00
Mean Square Error – 1:41:41
Logistic Regression Algorithm – 2:33:33
Linear regression (Recap) – 2:40:43
Introduction to logistic Regression – 2:45:59
Why Logistic Regression – 2:52:57
Spam Email Classifier – 2:54:19
Demo Logistic regression – 3:37:57
What is Classification – 4:05:48
Classification vs Regression – 4:06:20
Types of Classification – 4:06:36
Visualizing a Decision Tree – 4:18:02
Creating a Decision Tree – 4:24:26
Calculating Entropy – 4:27:46
Understanding Confusion Matrix – 4:43:45
Understanding Naive Bayes Classifier – 4:45:48
What is Clustering – 5:13:30
Types of Clustering – 5:18:13
What is K-Means Clustering? – 5:22:54
understanding K-Means Algorithm – 5:26:27
Quiz 1 – 5:44:25
Quiz 2 – 5:44:47
Quiz 3 – 5:47:25
Quiz 4 – 5:48:27
Quiz 5 – 5:48:44

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Why should you watch this Python for Data Science tutorial?

You can learn Data Science much faster than any other technology and this Data Science tutorial helps you do just that. Data Science is one of the best technological advances that is finding increased applications for machine learning and in a lot of industry domains. We are offering the top Data Science tutorial to gain knowledge in Data Science.

Who should watch this Python for Data Science tutorial video?

If you want to learn what is Data Science to become a Data Scientist then this Intellipaat Data Science tutorial is for you. The Intellipaat Data Science video is your first step to learn Data Science. Since this Data Science tutorial video can be taken by anybody, so if you are a beginner in technology then you can also enroll for Data Science training to take your skills to the next level.

Why should you opt for a Python for Data Science career?

If you want to fast-track your career then you should strongly consider Data Science. The reason for this is that it is one of the fastest growing technology. There is a huge demand for Data Scientist. The salaries for Data Scientist is fantastic.There is a huge growth opportunity in this domain as well. Hence this Intellipaat Data Science with tutorial is your stepping stone to a successful career!
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Comment List

  • Intellipaat
    November 14, 2020

    👋 Guys everyday we upload high quality in depth tutorial on your requested topic/technology so kindly SUBSCRIBE to our channel👉( http://bit.ly/Intellipaat ) & also share with your connections on social media to help them grow in their career.🙂

  • Intellipaat
    November 14, 2020

    which tutorial we learn first python full course hindi or this tutorial python for data science kindy answer me

  • Intellipaat
    November 14, 2020

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  • Intellipaat
    November 14, 2020

    Stat explanation is not at all clear.

  • Intellipaat
    November 14, 2020

    The first part (firts hour) is good to learn pandas, but after that, when they start to explain machine learning algorithm, the explanation becomes confusing and in some moments frustrating. I think that de speaker isn't fluent in English and their explanation is not good at all… it's a shame.

  • Intellipaat
    November 14, 2020

    Guys i want to become a data scientist in python who is here to do friendship with me for data scientist helping and i m from IT background so please help me guys i m looking good friend who will help me.

    Thanks

  • Intellipaat
    November 14, 2020

    Initially it was good, but later it seems the presenter wanted to just finish the problem.
    He said R square should be one, but I cannot find his explanation during Linear Regression. He ended saying "This is what it is" .

  • Intellipaat
    November 14, 2020

    hi sir please give us the dataset so that we can follow accordingly

  • Intellipaat
    November 14, 2020

    Sir u r awesome

  • Intellipaat
    November 14, 2020

    If u know any channel having Autocad course videos then let me know

  • Intellipaat
    November 14, 2020

    Hi sir….. Do you have any course video about Autocad

  • Intellipaat
    November 14, 2020

    Exlation of Python Online classes of computer science Python (083) frm sumita arora

    https://youtu.be/SHyow0Sb9Zs

  • Intellipaat
    November 14, 2020

    The teacher makes linear regression very confusing. Also, he should also talk about the codes that are used to build the model.

  • Intellipaat
    November 14, 2020

    First 90 mins was really good

  • Intellipaat
    November 14, 2020

    sir issue certificate it will help us a lot

  • Intellipaat
    November 14, 2020

    Sir that was amazing. Your all tutorials including this video has clear and simple explanation. But sir I recommend you to make its part or like that in hindi because most of us are very much more comfortable in understanding hindi than English. Please Sir grant my request.

  • Intellipaat
    November 14, 2020

    I couldnt watch after 2 hours and 23 min… He really doesn't know what he speaks… wasted 2.30 hrs.. Its not teaching, it is talking to yourself. Am sorry. But the first 1 hour was awesome about pandas, Data frame. Kudos. Keep doing more.

  • Intellipaat
    November 14, 2020

    The moment Linear Regression started, the video is getting worse. I think the tutor himself is confused.

  • Intellipaat
    November 14, 2020

    Please make tutorials on DAX function.

  • Intellipaat
    November 14, 2020

    I have questions about course
    Can you reply me pls

    I need your what's app no

  • Intellipaat
    November 14, 2020
  • Intellipaat
    November 14, 2020

    The person who is explaining 'What is Regression' is not a good teacher and needs some practice himself before releasing video in the public.

  • Intellipaat
    November 14, 2020

    kindly tell me the accurate link of Pandas for downloading for Python

  • Intellipaat
    November 14, 2020

    Pls enable captions

  • Intellipaat
    November 14, 2020

    love the accent

  • Intellipaat
    November 14, 2020

    Is python for data science usable for other things? Like using python for game creation?

  • Intellipaat
    November 14, 2020

    Man, you have a new subscriber, good job!

  • Intellipaat
    November 14, 2020

    Hello, I'm Brazilian and I'm deaf. Please release subtitled youtube for me to learn. thank you

  • Intellipaat
    November 14, 2020

    A little bit problem in understanding the regression topic , otherwise it is awesome!!!

  • Intellipaat
    November 14, 2020

    are you working somewhere or full time python isntructor?

  • Intellipaat
    November 14, 2020

    I am not sure why the datasets are not shared. Please for any videos you upload also upload the dataset on Git and provide the link in description. A gr8 video is wasted if we cannot work alongside when you are explaining.

  • Intellipaat
    November 14, 2020

    Thank you so much for making this excellent tutorial

  • Intellipaat
    November 14, 2020

    Thanks intellipaat.com for your tutorial. Is it possible to have this tutorial in pdf files.

  • Intellipaat
    November 14, 2020

    Is bharani akella working at great learning

  • Intellipaat
    November 14, 2020

    #dataframe usnf numpy array

    import numpy as np

    numpyarray=np.array([[30000:12000],["sushma","monish"]])

    df=pd.DataFrame({"name":numpyarray[1],"salary":numpyarray[0]})

    df
    This is showing syntax error

  • Intellipaat
    November 14, 2020

    Very good tutorial, thank you very much 😀

  • Intellipaat
    November 14, 2020

    Hello, how do you make the mpg as String at first? Even if I put double quotes round the numbers in the CSV, it's still loading as float. Thanks.

  • Intellipaat
    November 14, 2020

    pandas_libshashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'lstat' During handling of the above exception, another exception occurred: KeyError Traceback (most recent call last) <ipython-input-9-b60a5bd0567e> in <module> —-> 1 plt.plot(data['lstat']) ~anaconda3libsite-packagespandascoreframe.py in __getitem__(self, key) 2798 if self.columns.nlevels > 1: 2799 return self._getitem_multilevel(key) -> 2800 indexer = self.columns.get_loc(key) 2801 if is_integer(indexer): 2802 indexer = [indexer] ~anaconda3libsite-packagespandascoreindexesbase.py in get_loc(self, key, method, tolerance) 2646 return self._engine.get_loc(key) 2647 except KeyError: -> 2648 return self._engine.get_loc(self._maybe_cast_indexer(key)) 2649 indexer = self.get_indexer([key], method=method, tolerance=tolerance) 2650 if indexer.ndim > 1 or indexer.size > 1: pandas_libsindex.pyx in pandas._libs.index.IndexEngine.get_loc() pandas_libsindex.pyx in pandas._libs.index.IndexEngine.get_loc() pandas_libshashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas_libshashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'lstat' This error is occurring how to resolve it

  • Intellipaat
    November 14, 2020

    The person teaching Regression has no idea what he is doing. He ruined the entire video. I was really excited for this one from Intellipaat but the guy in between did a horrible job at explaining

  • Intellipaat
    November 14, 2020

    Where can I find the slides used in this video?

  • Intellipaat
    November 14, 2020

    Where can I find the slides used in this video?

  • Intellipaat
    November 14, 2020

    Where can I find the slides used in this video?

  • Intellipaat
    November 14, 2020

    37:51 rename is not working like it doesn't change in my dataset

  • Intellipaat
    November 14, 2020

    can i get the link of codes

  • Intellipaat
    November 14, 2020

    A comprehensive tutorial dedicated to data science , good job!

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