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Welcome and Introduction
Introduction - Applied Python developer internship
Rules of internship
Introduction to LinkedIN profile
Introduction to Github and repository creation
Introduction to CV building using CraftCV and InstantResume io and SkillSyncer - ATS Score
Subscription to Email Lists for job and internship search in europe and US
Subscription to Email Lists for job and internship search in europe and US
Writing Letter of Recommendation and Cover Letter writing
Letter of Recommendation samples
Cover letter samples
Utkarsh minds institute - Certification Details
Sample Certificate image for reference
Utkarsh minds institute - referral program
Basic and object oriented python
Introduction to Google colab and applying arithmetic operations variables
Lesson1 - Basic and object oriented python Introduction to Google colab and applying arithmetic operations variables
Video 2: String operations
Lesson 2: String operations
Video2a: string operations like upper lower find replace
Lesson 2a: string operations like upper lower find replace
Video 3: list data structure operations
Lesson 3: list data structure operations
Video 4: while loops
Lesson 4 : while loops
Video 5: if else
Lesson 5: if else
Video5a: control structures conditions
Lesson5a: control structures conditions
Video 6: for loop break continue pass
Lesson 6: for loop break continue pass
Video 7: functions keyword positional arguments
Video 8: functions variable arguments
Lesson7-8: functions keyword positional arguments
Video 8a: scope of variables global
Lesson8a: scope of variables
Video 9: list comprehensions and deque
Lesson 9: list comprehensions and deque
Video 10: set tuple dictionaries
Lesson 10: set tuple dictionaries
Video 11: loops enumerate zip reversed sorted
Lesson 11: loops enumerate zip reversed sorted
Video 12: classes objects
Lesson 12 classes objects
Programming assignment
solution
Programming assignment
solution
Quiz
Programming assignment - Quiz, R-P-S game, Student DBMS
Hints: Programming assignment - Quiz, R-P-S game, Student DBMS
Programming assignment - strings and slicing
Hint Programming assignment - strings and slicing
Numpy
Video 13: numpy introduction
Lesson 13 Numpy introduction
Video 14: numpy introduction and arithmetic operations
Lesson 14: numpy introduction and arithmetic operations
Video 14a: numpy introduction boolean index 2d array
Lesson 14a: numpy introduction boolean index 2d array
Programming assignment
solution
Quiz
Matplotlib
Video 15: matplotlib introduction
Video 16: matplotlib axes
Lesson 15-16 matplotlib axes
Programming assignment
Solution
Quiz
Pandas
Video 17: pandas introduction
Lesson 17: pandas introduction
Video 17: pandas indexing loc and iloc conditions
Lesson 17: pandas indexing loc and iloc conditions
Video 18: pandas df from list
Lesson 18: pandas df from list
Video19a: pandas theory joins merge
Video 19: pandas joins merge
Lesson 19: pandas joins merge
Lesson 19: pandas joins merge concat
Video 19b: pandas pivot
Lesson 19b: pandas pivot
Video 19b: pandas groupby
Lesson 19b: pandas groupby
Pandas programming assignment
Solution
Pandas programming assignment 2
Solution
Quiz
Seaborn
Video20: seaborn relplot
Lesson seaborn relplot
Video21: seaborn displot
Video21a: seaborn displot
Video21b: seaborn catplot
Lesson23_seaborn_catplot_displot
Lesson25_catplot_seaborn
Video21: seaborn barplot
Video21a: seaborn pointplot
Lesson25a_seaborn_catplot
Video21: seaborn kde plot relplot rugplot pairplot
Lesson24_KDE_seaborn
Video22: seaborn regplot
Video23: seaborn residplot
Lesson26_seaborn_regression_plots
Quiz
Capstone Projects
Iris - flower recognition
Wine quality
Student performance
Abalone
Heart disease
Submission of capstone projects
Projects ideas - BE/BSc/MSc/MS/MTech/ME, PhD
Real world Research ideas on data science projects - Digital Twins
Conclusion
Conclusion of internship - Applied Python developer
About us - Utkarsh Minds institute
Video: About us
About us - follow on social media
Brochure of Six months Certificate on Advanced AI, Data analytics and Deep learning