Course Overview
Schedule of Classes
Course Curriculum
1 Subject
Python With GenAi
80 Learning Materials
WEEK 1
Fundamentals of Python - Variables part 1
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Fundamentals of Python - Variables part 2
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WEEK 2
Fundamentals of Python - args kwargs constructors
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Fundamentals of Python - Constructore 2
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Fundamentals of Python Methods - session 1
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Fundamentals of Python Methods - session 2
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Fundamentals of Python - OOPs Inheritence
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WEEK 3
Fundamentals of Python - Abstraction
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Fundamentals of Python - Access Modifiers and Packages
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Fundamentals of Python - Encapsulation
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Fundamentals of Python - Packages
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Fundamentals of Python - Polymorphism
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WEEK 4
Fundamentals of python - Exception Handling
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Fundamentals of python - Exception Handling part 2
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Fundamentals of Python - input, if elif else blocks, loops
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WEEK 5
Fundamentals of Python
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Fundamentals of Python Collections part 1
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Fundamentals of Python Collections part 2
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Fundamentals of Python Collecions Part 3
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Fundamentals of Python Misc
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WEEK 6
Advance Python Numpy Part 1
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Advance Python Numpy Part 2
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Fundamentals of Python GC
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Fundamentals of Python Misc part 3
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Fundamentals of Python Misc part2
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WEEK 7
Advance Python Normal Distribution
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Advance Python Numpy Part3
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Advance Python Pandas
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Advance Python Pandas part 2
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WEEK 8
Machine learnig || Advance Python MatPlotLib part 1
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Machine Learning || Advance Python Pandas - part 5
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Machine Learning || Advance Python Pandas - part 3
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Machine learning || Advance Python Pandas - Part 4
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WEEK 9
Advance Python - Seaborn part 1
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Advance Python MatPlotLib part 2
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Advance Python Seaborn Exploratory Data Analysis
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Advance Python Seaborn part 3
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Advance Python Seaborn Part 2
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week 10
Machine Learning Intro and Fundamentals
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Machine Learning Linear Regression part 1
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Machine Learning Supervised Learning
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Machine Learning Supervised Learning part 2
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week 11
Machine Learning Linear Regression Pracital Implementation
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Machine Learning Linear Regression Part 3
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Machine Learning Linear Regression Problems
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week 12
Machine Learning Ridge and Lasso Regression session 2
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Machine Learning Lasso Regression
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Machine Learning Ridge and Lasso Regression Part 2
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Machine Learning Ridge and Lasso Regression session 2
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week 13
Machine Learning Classification
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Machine Learning Logistic Regression Part 1
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week 14
Machine Learning Logistic Regression Practical part 2
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Machine Learning Logistic regression
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Machine Learning Logistic Regression Part 2
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Machine Learning Logistic Regression Practical
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week 15
Logistic Regression Using Hyperparameters Part 1
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Machine Learning Tuning Hyperparameters GridSearchCV
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Machine Learning MultiClass Classfiication
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week 16
Machine Learning Multi Class Classification part 2
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VIBE Coding
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Machine Learning Classification Algos brushUp
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week 17
Machine Learning Multi Class Classification Practicals
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week 18
machine learning || multi class classification
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machine learning || multi class classification part 2
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naive bayes classification
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MACHINE LEARNING GROOMING
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week 19
naive bayes classification part 4
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naive bayes classification practicle
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Naive bayes part 3
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KNN
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knn practicle part 1
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knn practicle part 2
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WEEK 20
Deep learning
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deep learning - understanding the concept of perceptron
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Deep learning part 3
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deep learning - forward and backward propogation
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WEEK 21
Deep learning - chain rule of derivatives and vanishing gradient decent part 1
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Deep learning - chain rule of derivatives and vanishing gradient decent part 2
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deep learning - different loss functions
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deep learning - understanding activation functions
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