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Deep Learning Tutorials

Deep Learning Syllabus

Deep Learning Syllabus

admin March 18, 2024 Deep Learning Tutorials

Introduction To Deep Learning.

Introduction To Deep Learning.

admin March 18, 2024 Deep Learning Tutorials

What Are Neural Networks?

What Are Neural Networks?

admin March 19, 2024 Deep Learning Tutorials

How Do Neural Networks Work?

How Do Neural Networks Work?

admin March 20, 2024 Deep Learning Tutorials

Working Of A Single Neuron.

Working Of A Single Neuron.

admin March 20, 2024 Deep Learning Tutorials

What Is Perceptron?

What Is Perceptron?

admin March 21, 2024 Deep Learning Tutorials

Activation Functions.

Activation Functions.

admin March 22, 2024 Deep Learning Tutorials

Sigmoid Activation Function.

Sigmoid Activation Function.

admin March 22, 2024 Deep Learning Tutorials

Hyperbolic Tangent (tanh) Activation.

Hyperbolic Tangent (tanh) Activation.

admin March 25, 2024 Deep Learning Tutorials

Rectified Linear Unit (ReLU) Activation:

Rectified Linear Unit (ReLU) Activation:

admin March 25, 2024 Deep Learning Tutorials

Leaky ReLU Activation Function.

Leaky ReLU Activation Function.

admin March 25, 2024 Deep Learning Tutorials

Parametric ReLU (PReLU) Activation Function

Parametric ReLU (PReLU) Activation Function

admin March 26, 2024 Deep Learning Tutorials

Exponential Linear Units (ELU) Activation Function.

Exponential Linear Units (ELU) Activation Function.

admin March 26, 2024 Deep Learning Tutorials

ReLU vs. Leaky ReLU vs. Parametric ReLU.

ReLU vs. Leaky ReLU vs. Parametric ReLU.

admin March 26, 2024 Deep Learning Tutorials

Softmax Activation Function

Softmax Activation Function

admin March 26, 2024 Deep Learning Tutorials

Feedforward Neural Networks

Feedforward Neural Networks

admin March 27, 2024 Deep Learning Tutorials

Optimization Algorithms In Deep Learning.

Optimization Algorithms In Deep Learning.

admin March 28, 2024 Deep Learning Tutorials

Cost Functions In Deep Learning.

Cost Functions In Deep Learning.

admin April 1, 2024 Deep Learning Tutorials

Gradient Descent Optimizer

Gradient Descent Optimizer

admin April 2, 2024 Deep Learning Tutorials

Sequential Data

Sequential Data

admin April 19, 2024 Deep Learning Tutorials

Why ANN Can’t Be Used In Sequential Data?

Why ANN Can’t Be Used In Sequential Data?

admin April 20, 2024 Deep Learning Tutorials

Recurrent Neural Network.

Recurrent Neural Network.

admin April 21, 2024 Deep Learning Tutorials

Vanishing & Exploding Gradient Problem In RNN.

Vanishing & Exploding Gradient Problem In RNN.

admin April 30, 2024 Deep Learning Tutorials

Long Short Term Memory Network.

Long Short Term Memory Network.

admin May 3, 2024 Deep Learning Tutorials

Maths Behind LSTM Networks.

Maths Behind LSTM Networks.

admin May 10, 2024 Deep Learning Tutorials

Gated Recurrent Unit (GRUs).

Gated Recurrent Unit (GRUs).

admin May 15, 2024 Deep Learning Tutorials

Introduction To NLP!

Introduction To NLP!

admin May 21, 2024 Deep Learning Tutorials

NLP Pipeline !

NLP Pipeline !

admin May 21, 2024 Deep Learning Tutorials

NLP Text Preprocessing.

NLP Text Preprocessing.

admin May 24, 2024 Deep Learning Tutorials

Jupyter Notebook Module Not Found Error.

Jupyter Notebook Module Not Found Error.

admin May 26, 2024 Deep Learning Tutorials

Feature Extraction In NLP

Feature Extraction In NLP

admin May 31, 2024 Deep Learning Tutorials

One Hot Encoding In NLP

One Hot Encoding In NLP

admin May 31, 2024 Deep Learning Tutorials

Bag Of Words!

Bag Of Words!

admin June 1, 2024 Deep Learning Tutorials

N-Grams/Bi-Grams/Tri-Grams

N-Grams/Bi-Grams/Tri-Grams

admin June 3, 2024 Deep Learning Tutorials

TF-IDF Word Vectorization

TF-IDF Word Vectorization

admin June 3, 2024 Deep Learning Tutorials

Word2Vec Word Vectorization

Word2Vec Word Vectorization

admin June 5, 2024 Deep Learning Tutorials

Encoder Decoder Architecture

Encoder Decoder Architecture

admin June 10, 2024 Deep Learning Tutorials,Transformers

What Is Attention Mechanism?

What Is Attention Mechanism?

admin June 13, 2024 Deep Learning Tutorials,Transformers

Bahdanau Attention Vs Luong Attention !

Bahdanau Attention Vs Luong Attention !

admin June 16, 2024 Deep Learning Tutorials,Transformers

Luong Attention !

Luong Attention !

admin June 16, 2024 Deep Learning Tutorials,Transformers

Introduction To Transformers!

Introduction To Transformers!

admin June 20, 2024 Deep Learning Tutorials,Transformers

What Is Self Attention ?

What Is Self Attention ?

admin June 26, 2024 Deep Learning Tutorials,Transformers

Self Attentions In Transformers.

Self Attentions In Transformers.

admin July 4, 2024 Deep Learning Tutorials,Transformers

What Is Early Stopping?

What Is Early Stopping?

admin July 16, 2024 Deep Learning Tutorials

What Is Dropout Layer?

What Is Dropout Layer?

admin July 19, 2024 Deep Learning Tutorials

What Is Weight Decay?

What Is Weight Decay?

admin September 10, 2024 Deep Learning Tutorials

What Is Patience In Deep Learning?

What Is Patience In Deep Learning?

admin September 10, 2024 Deep Learning Tutorials

What Is Batch Size In Deep Learning?

What Is Batch Size In Deep Learning?

admin September 10, 2024 Deep Learning Tutorials

What Is Number Of Workers In Deep Learning?

What Is Number Of Workers In Deep Learning?

admin September 10, 2024 Deep Learning Tutorials

What Is Temperature Hyperparameter?

What Is Temperature Hyperparameter?

admin September 10, 2024 Deep Learning Tutorials

What Is Token ID and Attention Mask In NLP?

What Is Token ID and Attention Mask In NLP?

admin September 10, 2024 Deep Learning Tutorials

What Is Albumentations Python Library?

What Is Albumentations Python Library?

admin September 10, 2024 Deep Learning Tutorials

What Is An Epoch ?

admin January 10, 2025 Deep Learning Tutorials

When Does The Weights Of The Neural Networks Are Updated?

admin January 11, 2025 Deep Learning Tutorials

For A Batch Of 100 Records How The Records Will Be Passed At A Time Or One By One?

admin January 11, 2025 Deep Learning Tutorials

CNN – Convolutional Neural Networks.

CNN – Convolutional Neural Networks.

admin January 13, 2025 Deep Learning Tutorials

CNN – What Is CNN ?

CNN – What Is CNN ?

admin January 13, 2025 Deep Learning Tutorials

CNN – Key Concepts

CNN – Key Concepts

admin January 13, 2025 Deep Learning Tutorials

CNN – What Is Convolution Operation?

CNN – What Is Convolution Operation?

admin January 13, 2025 Deep Learning Tutorials

CNN – Padding

CNN – Padding

admin January 13, 2025 Deep Learning Tutorials

CNN – Strides

CNN – Strides

admin January 14, 2025 Deep Learning Tutorials

CNN – Filters

CNN – Filters

admin January 14, 2025 Deep Learning Tutorials

CNN – Problem With Convolution Operation.

CNN – Problem With Convolution Operation.

admin January 14, 2025 Deep Learning Tutorials

CNN – Pooling Layer In CNN

CNN – Pooling Layer In CNN

admin January 15, 2025 Deep Learning Tutorials

CNN – Why We Add Fully Connected Layer In CNN?

CNN – Why We Add Fully Connected Layer In CNN?

admin January 15, 2025 Deep Learning Tutorials

CNN – If We Are Flattening The Feature Map Aren’t We Loose The Spatial Information?

CNN – If We Are Flattening The Feature Map Aren’t We Loose The Spatial Information?

admin January 15, 2025 Deep Learning Tutorials

CNN – Full CNN Architecture

CNN – Full CNN Architecture

admin January 15, 2025 Deep Learning Tutorials

RNN – All Doubts Answers!

RNN – All Doubts Answers!

admin January 17, 2025 Deep Learning Tutorials

What Is Backpropagation?

What Is Backpropagation?

admin January 20, 2025 Deep Learning Tutorials

Forward Pass Of LSTM Network.

Forward Pass Of LSTM Network.

admin January 23, 2025 Deep Learning Tutorials

Difference Between LSTM & GRU.

Difference Between LSTM & GRU.

admin January 27, 2025 Deep Learning Tutorials

Text Preprocessing Steps In NLP

Text Preprocessing Steps In NLP

admin January 28, 2025 Deep Learning Tutorials

How The Dense LSTM Layers Handles Input ?

admin March 2, 2025 Deep Learning Tutorials

Transformers – Self Attention Geometric Intuition!!

Transformers – Self Attention Geometric Intuition!!

admin March 19, 2025 Deep Learning Tutorials,Transformers

Transformers – Why Self Attention Is Called Self ?

Transformers – Why Self Attention Is Called Self ?

admin March 19, 2025 Deep Learning Tutorials,Transformers

Transformers – Multi-Head Attention in Transformers

Transformers – Multi-Head Attention in Transformers

admin March 20, 2025 Deep Learning Tutorials,Transformers

Transformers – Positional Encoding in Transformers

Transformers – Positional Encoding in Transformers

admin March 21, 2025 Deep Learning Tutorials,Transformers

Deep Learning – Batch Normalization.

Deep Learning – Batch Normalization.

admin March 24, 2025 Deep Learning Tutorials

Transformers – Layered Normalization

Transformers – Layered Normalization

admin March 24, 2025 Deep Learning Tutorials,Transformers

Transformers – Encoder Architecture

Transformers – Encoder Architecture

admin March 25, 2025 Deep Learning Tutorials,Transformers

Transformer – Masked Self Attention

Transformer – Masked Self Attention

admin March 26, 2025 Deep Learning Tutorials,Transformers

Transformers – Cross Attention

Transformers – Cross Attention

admin March 27, 2025 Deep Learning Tutorials,Transformers

Transformer – Decoder Architecture

Transformer – Decoder Architecture

admin March 28, 2025 Deep Learning Tutorials,Transformers

Transformer – Prediction Process

Transformer – Prediction Process

admin March 29, 2025 Deep Learning Tutorials,Transformers

Deep Learning – What Is Early Stopping ?

Deep Learning – What Is Early Stopping ?

admin May 1, 2025 Data Science Interview Questions,Deep Learning Tutorials