Python 3 | Python for Machine Learning | Pandas | Scikit Learn | Datasets | DataFrames | Dictionary

Into the wild #trekking #wildlife

Paging Review | Limitations | Translation Lookaside Buffer | TLB | Operating System View

Lecture 36 | Flynns Classification | Multithreading | Coarse Grained | Simultaneous multithreading

#dallake #houseboat #tourism #srinagar #shikararide

Lecture 35 | Multiprocessors | Muli-Cores | Loosely Coupled | Strongly Coupled | Moore's Law

Lecture 34 | Paging | Page Tables (Single Multiple and Inverted) | Translation Lookaside Buffer

Lecture 33 | Segmentation | Segment Registers | Global Descriptor Table | Paging Introduction

Lecture 8 | Regularization in Machine Learning| Ridge | Lasso | Early Stopping | Cross validation

Lecture 7 | Generalization | Underfitting | Overfitting | Learning Curves | Bias-Variance Tradeoff

Lecture 6 | Normal Equations | Non Linear Hypothesis | Polynomial Regression |

Lecture 5 | Gradient Descent | Matrix Notation | Batch GD | Stochastic GD | Mini-Batch GD

#srinagar #syntheticturf #football

Lecture 32 | Virtual Memory | Virtual Addresses | Logical Addresses | Overlap and Size Problem

Translation Lookaside Buffer

Python 4 | Matplotlib | Plotting Data | Scatter Plots | Line Plots | Pyplot

Lecture 4 | Gradient Descent | Iterative Approach | Learning Rate | Cost Function| Mean Square Error

#floatingmarket #srinagar #dallake

#hideinclouds #overtheclouds #nature

Lecture 3 | Machine Learning | Linear Regression | Matrix Format | Hypothesis | Mean Square Error

Python 3 | Python for Machine Learning | Pandas | Scikit Learn | Datasets | DataFrames | Dictionary

#nature #kashmir #overtheclouds #srinagar

Python 2 | Numpy Library | Arrays and Matrices in python | Matrix Operations | Reshaping Matrices |

Lecture 2 | Machine Learning | Supervised Learning | Hypothesis Function | Zero-One loss | MSE Loss

#dallake #srinagar