ML | SEP 29 - OCT 27 | AAYUSHI

Discussion in 'Big Data and Analytics' started by Nishant Singh_3, Sep 29, 2018.

  1. Nishant Singh_3

    Nishant Singh_3 Well-Known Member
    Simplilearn Support

    Joined:
    Aug 1, 2018
    Messages:
    136
    Likes Received:
    5
    Hi Learner,

    This thread is created for you to discuss the query and concepts related to Machine Learning Advanced Certification course.

    Happy Learning !!

    Regards,
    Team Simplilearn
     
    #1
    Last edited: Nov 25, 2018
  2. Sahil Puri

    Sahil Puri New Member

    Joined:
    Jun 26, 2018
    Messages:
    1
    Likes Received:
    0
    Hello Ayushi ,

    During the progress of the course , Can you please suggest various research areas/topics related to those topis in Data science/ML !
    I mean the topics in which sufficient research can be done for M.tech Thesis as well as papers/journal publishment !

    Thanks in advance for the help :)
     
    #2
  3. Aayushi_6

    Aayushi_6 Well-Known Member

    Joined:
    Sep 19, 2016
    Messages:
    77
    Likes Received:
    7

    Hi Sahil,

    Few research topics which I can think of right now are as follows:

    NLP Topics
    Building NER Taggers
    Intent Entity Extraction
    Approaches for Plagiarism Detection
    Chatbots
    QA Systems for different domains

    Generic Topics
    Building Recommendation Systems for different domains
    Social Media Analytics
    Fraud Detection for different domains

    Hope it helps !
     
    #3
  4. _40447

    _40447 Member

    Joined:
    Sep 16, 2018
    Messages:
    7
    Likes Received:
    0
    In Iris dataset how we can check those " iris-setosa" ?
     

    Attached Files:

    #4
  5. Nishant Singh_3

    Nishant Singh_3 Well-Known Member
    Simplilearn Support

    Joined:
    Aug 1, 2018
    Messages:
    136
    Likes Received:
    5
    Hi Learners,

    It is not recommended for you to proceed with Django for now as you all still need to cover all the basic python concepts.

    Also, if your account has Data Scientist Masters or Artificial Intelligence Masters then you need to only focus on Python Basics course among the complementary elective courses as Django comes under Web Development (with Python) but since it is related to Python its provided to you in the complimentary course called All-in-One Python Development Suite. It will take a lot of effort to grasp concepts in either of the scenarios.

    Choose the Learning path according to the goals you wish to pursue in the near future and invest your time wisely on the technologies that will get you there. In order to finish your masters, I recommend you to complete the courses in the following order :

    I. For Data Scientist Masters :-

    a.) Very Important in Initial Stage of Data Science:
    1. Statics Essentials for Data Science
    2. Business Analytics with Excel
    3. Python Basics

    b.) Intermediate (can start with anyone but recommended to follow the order given):
    4. Certified SAS Base Programmer
    5. Data Science with SAS
    6. Data Science with R
    7. Data Science with Python
    8. Machine Learning

    c.) Last courses to cover:
    9. Introduction to Big Data and Hadoop
    10. Big Data Hadoop and Spark Developers
    11. Core Java
    12. Apache Kafka

    d.) Others:
    13. Power Bi


    II. For Artificial Intelligence Masters :-

    a.) Very Important in Initial Stage of Data Science:
    1. Statics Essentials for Data Science
    2. Business Analytics with Excel
    3. Python Basics

    b.) Intermediate (can start with anyone but recommended to follow the order given):
    4. Data Science with R
    5. Data Science with Python
    6. Machine Learning

    c.) Last courses to cover:
    7. Deep Learning with TensorFlow

    If you follow this path then you will be able to complete the certification within the validity period of your course and then you can try finishing the All-in-One Python Development Suite (if you want) as its topics are not required to complete any of the above-mentioned courses and it is a complementary course given to you.

    I hope that this will help you.

    Regards,
    Team Simplilearn
     
    #5
  6. _40447

    _40447 Member

    Joined:
    Sep 16, 2018
    Messages:
    7
    Likes Received:
    0
    why i m getting this error in train.describe()
     

    Attached Files:

    #6
  7. K Manoj

    K Manoj Moderator
    Staff Member Simplilearn Support

    Joined:
    Aug 4, 2017
    Messages:
    241
    Likes Received:
    22
    Please ignore this warning.
    These are caused by NaN values in a DataFrame
     
    #7
    Aayushi_6 likes this.
  8. Aayushi_6

    Aayushi_6 Well-Known Member

    Joined:
    Sep 19, 2016
    Messages:
    77
    Likes Received:
    7
    df.loc[df['iris'] == "Iris-setosa"]
    This should work.
    Please try.
     
    #8
  9. _40447

    _40447 Member

    Joined:
    Sep 16, 2018
    Messages:
    7
    Likes Received:
    0
    getting error using .cut(train[])

    train['Item_Visibility_bins'] = pd.cut(train['Item_Visibility'],[0.000,0.065,0.13,0.2], labels=['Low Viz','Viz','High Viz'])
     

    Attached Files:

    #9
  10. Aayushi_6

    Aayushi_6 Well-Known Member

    Joined:
    Sep 19, 2016
    Messages:
    77
    Likes Received:
    7
    Hi,

    This is just a warning. No error.
     
    #10
  11. _40416

    _40416 Member

    Joined:
    Sep 15, 2018
    Messages:
    3
    Likes Received:
    0
    Hi Nishant,

    I was not able to attend the project mentoring session on 23, Oct'18 which was scheduled from 11 to 1 PM. However I downloaded the recorded session but this recording does not show the shared desktop/content and even it does not have audio.

    Please help with recorded videos.

    Regards,
    Arvind
     
    #11
  12. K Manoj

    K Manoj Moderator
    Staff Member Simplilearn Support

    Joined:
    Aug 4, 2017
    Messages:
    241
    Likes Received:
    22
    #12
  13. _40447

    _40447 Member

    Joined:
    Sep 16, 2018
    Messages:
    7
    Likes Received:
    0
    Plz provide me the drive link of last class i havnt attended that one (Day-8)
     
    #13
  14. K Manoj

    K Manoj Moderator
    Staff Member Simplilearn Support

    Joined:
    Aug 4, 2017
    Messages:
    241
    Likes Received:
    22
    There is no drive link for the batch. The recording will be available in LMS itself.
     
    #14
  15. _40447

    _40447 Member

    Joined:
    Sep 16, 2018
    Messages:
    7
    Likes Received:
    0
    There are no files uploaded on that day?for NLP,etc. which are done in jupyter
     
    #15
  16. _40416

    _40416 Member

    Joined:
    Sep 15, 2018
    Messages:
    3
    Likes Received:
    0
    Thanks Manoj for sharing the link.
     
    #16
  17. _40447

    _40447 Member

    Joined:
    Sep 16, 2018
    Messages:
    7
    Likes Received:
    0
    At the time of submitting project we have 4 Options Writeup,Screenshots,Source Code,Additional Remarks.
    In WriteUp what we have to write?
    In Screenshots we have to give screen shot of whole program done in jupyter or only the RMSE value?
    In source code i have to upload the .ipynb file?
    In Additional Remarks?


    If i submit my project if anything is wrong then i will got chance to rectify it after evaluation.??
     

    Attached Files:

    • SS.jpg
      SS.jpg
      File size:
      131.6 KB
      Views:
      1
    #17
  18. _40447

    _40447 Member

    Joined:
    Sep 16, 2018
    Messages:
    7
    Likes Received:
    0
    I have raised a ticket for help before one months for Python All in one Development-Suite.But the help and support team is very fast in helping so they r doing it from one months.

    My program is correct but the test cases r not passing so i raise that ticket a long ago.

    Plz see the reply of Help and support team in the image uploaded below.

    This time waiting for positive response and I cant wait another one month please.
     

    Attached Files:

    • ss1.jpg
      ss1.jpg
      File size:
      191.1 KB
      Views:
      1
    • ss2.jpg
      ss2.jpg
      File size:
      202.1 KB
      Views:
      1
    #18
  19. _39055

    _39055 Member
    Alumni

    Joined:
    Aug 31, 2018
    Messages:
    5
    Likes Received:
    0
    Hi ayushi_6,


    can you pls help me start projects

    i tried to start in pycharm , but need guidance to complete both the project
     
    #19
  20. _40416

    _40416 Member

    Joined:
    Sep 15, 2018
    Messages:
    3
    Likes Received:
    0
  21. _39055

    _39055 Member
    Alumni

    Joined:
    Aug 31, 2018
    Messages:
    5
    Likes Received:
    0
    Hi aayushi ,
    can yu help me to complete my project .
    getting many doubts while starting project
     
    #21
  22. Priyanka_Mehta

    Priyanka_Mehta Well-Known Member
    Simplilearn Support

    Joined:
    May 25, 2017
    Messages:
    873
    Likes Received:
    57
    Hi, Please feel free to post your queries, it would be our pleasure to guide you conceptually.
     
    #22
  23. Priyanka_Mehta

    Priyanka_Mehta Well-Known Member
    Simplilearn Support

    Joined:
    May 25, 2017
    Messages:
    873
    Likes Received:
    57
    #23
  24. Aayushi_6

    Aayushi_6 Well-Known Member

    Joined:
    Sep 19, 2016
    Messages:
    77
    Likes Received:
    7

    Please write down your queries so that I can help you out.
     
    #24
  25. _39055

    _39055 Member
    Alumni

    Joined:
    Aug 31, 2018
    Messages:
    5
    Likes Received:
    0
    Hi Aayushi,

    I am starting a project by using lab setup given in LMS site.
    can i use pycharm instead ??
    unfortunately, i couldn't attend your last classes .
    but when i went to google drive but , day 8 and day 9 folder are blank , and i remember you said to share the interview questions on machine learning .
    can you pls share that also .

    thanks a lot
     
    #25
  26. Priyanka_Mehta

    Priyanka_Mehta Well-Known Member
    Simplilearn Support

    Joined:
    May 25, 2017
    Messages:
    873
    Likes Received:
    57
    Hi, Apologies for the delay in response. The needful will be surely done by the concerned trainer by end of the day today.

    Thank you so much for your cooperation in this regards.
     
    #26
  27. KVISHESH

    KVISHESH Member

    Joined:
    Nov 1, 2016
    Messages:
    5
    Likes Received:
    0
    Incremental Learning in Python:
    Can anyone tell me how we can do incremental learning in python.
    example, we trained model with some 1000 data points and we got another dataset of 1000 records,
    instead clubbing both and training the model on 2000 records, I want to train model on new 1000 records and append to the older one. So that machine with past knowledge should understand the new one and merge both as incremental learning.
     
    #27
  28. Priyanka_Mehta

    Priyanka_Mehta Well-Known Member
    Simplilearn Support

    Joined:
    May 25, 2017
    Messages:
    873
    Likes Received:
    57
    HI Vishesh,

    Apologies for the delay in response. Please find the link mentioned below:
    https://stackoverflow.com/questions...n-sklearn-support-incremental-online-learning
    I hope this will help you with your concern. If still you are stuck, please help us with your code, dataset and screenshot of your error. It would be our pleasure to guide you.
     
    #28
  29. KVISHESH

    KVISHESH Member

    Joined:
    Nov 1, 2016
    Messages:
    5
    Likes Received:
    0
    Thanks Priyanka,
    Am checking that, incase of any query will get back to you.
     
    #29
  30. KVISHESH

    KVISHESH Member

    Joined:
    Nov 1, 2016
    Messages:
    5
    Likes Received:
    0
    Hi,
    While working on project1 in Machine Learning, getting issue at last stage with simple linear regression, throwing error, as its not fitting the data with 1D.
     
    #30
  31. Nishant Singh_3

    Nishant Singh_3 Well-Known Member
    Simplilearn Support

    Joined:
    Aug 1, 2018
    Messages:
    136
    Likes Received:
    5
    Hi Kvishesh,

    I request you to post the screenshot on this thread along with the ".ipynb" or ".py" file for us to analyze it and tell you the exact issue that has occurred and how to correct it.

    Thank you.

    Regards,
    Nishant Singh
    Global Teaching Assistant
     
    #31

Share This Page