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4 week machine learning internship program provided by ACM ISM DHANBAD

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ACM ISM DHANBAD MACHINE LEARNING INTERNSHIP

ROADMAP

WEEK 1

Resources || Assignment Details || PPT || Udemy dataset || Harvard dataset || Code || Quiz
Topics: SQL(beginner - advance level), Pandas, Numpy, Mathematics and concepts discussed in sessions.
Warning: Assignment deadline is on/before 17th July(11:59 pm)

WEEK 2

Resources || Assignment Details || PPT || Dataset || Code || Quiz
Warning: Assignment deadline is on/before 25th July(11:59 pm)
Note: Quiz on Machine Learning (Scheduled 8:30pm, 25 July)

WEEK 3

Resources || Dataset1 || Dataset2 || Code || Quiz
Note:

  • Recommendation system
  • Can choose any data (the resource link has Books Dataset)
  • Can choose any algorithm (Preferably Unsupervised)
    Warning: We'll use the same system in the 4th week, mean we deploy the model.

WEEK 4

deploying models (learning) || Resources || Code

ACM Interview Preparation Bootcamp
Click here for more details...
Register here...

DAY 1 | 10 July

Session Recording

DAY 2 | 11 July

How I got an SWE Job at Google
slack Community Invitation
Session Recording and Resources
EDA Using data visulaisation (Extra)

DAY 3 | 12 July

Course 1 - Python for Beginners
Course 2 - Python
Course 3 - Machine Learning
Note: Check out the courses, will be useful for Professional Growth in Machine Learning and Python.
Session Recording and Resources
Note: Check out the assignment for Week 1 here
Assignment Soultion
Note: Solution isn't completed yet!!!

DAY 4 | 13 July

Work on the assignment 1

DAY 5 | 14 July

Work on the assignment 1

DAY 6 | 15 July

Work on the assignment 1

DAY 7 | 16 July

Work on the assignment 1

DAY 8 | 17 July

Check submission here..

DAY 9 | 18 July

Session Recording and Resources
QUIZ
Note: Scheduled at 8:30pm(Completed)
How I got a Job at Facebook, California

DAY 10 | 19 July

Refreshing Concepts
A. Acacius and String | Codeforces Round #657 (Div 2)

DAY 11 | 20 July

Session Recording and Resources
Note: Topics(Linear, Logistic Regressions) Scheduled (7:30 pm, 20 July)

DAY 12 | 21 July

Session Recording and Resources
Note: Topics(web scrapping)

DAY 13 | 22 July

Codeforces problem A
Codeforces problem B
Codeforces problem C
Work on the assignment 2

DAY 14 | 23 July

Work on the assignment 2

DAY 15 | 24 July

Work on the assignment 2

DAY 16 | 25 July

Codeforeces String Transformation
Work on the assignment 2
Check submission here...
Note: Quiz on Machine Learning (Scheduled 8:30pm, 25 July)

DAY 17 | 26 July

Refreshing Concepts

DAY 18 | 27 July

Refreshing Concepts
ACM Interview Prep Bootcamp(Cheapest Bootcamp over the web) || Video || Enroll here || more details

  • 40+ Video Lectures and LIVE sessions
  • Mock Interviews
  • LIVE Doubt Sessions
  • Microsoft Course Completion Certificate
  • Notes and Source Code

DAY 19 | 28 July

Refreshing Concepts
Note: Recommendation Systems (Session 12:00, 29 July)

DAY 20 | 29 July

Session Recording and Resources
Note:

  • Recommendation system
  • Can choose any data (the resource link has Books Dataset)
  • Can choose any algorithm (Preferably Unsupervised)
    Warning: We'll use the same system in the 4th week, mean we deploy the model.

DAY 21 | 30 July

Session Recording and Resources
Work on the assignment 3

DAY 22 | 31 July

Work on the assignment 3

DAY 23 | 1 August

Work on the assignment 3

DAY 24 | 2 August

Work on the assignment 3
Check submission here...
Note: Submission on 2nd august.

DAY 25 | 3 August

Refreshing Concepts
tutorial 1 || tutorial 2 || tutorial 3

DAY 26 | 4 August

Refreshing Concepts
tutorial 1 || tutorial 2 || tutorial 3

DAY 27 | 5 August

tutorial 1 || tutorial 2 || tutorial 3

DAY 28 | 6 August

tutorial 1 || tutorial 2 || tutorial 3
deploying models (learning)

DAY 29 | 7 August

Developing an web application (Flask, html) and deploying it (Heroku)
Note: Currently the work is halted.

DAY 30 | 8 August

Note: Currently the work is halted.

End of the internship

Thank you for walkng till end!!!

For Additional Courses with free Certification/Books/Ebooks/CookBooks/CheatSheets/live sessions/many more details of Machine Learning, DataScience and Python Click here...
Note:
If you find the information available is quite useful, FORK IT(many are yet to come)
IF want to contribute create a PR

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4 week machine learning internship program provided by ACM ISM DHANBAD

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