07. What are the Steps Per Epoch? Batch Size | Neural Network in Deep Learning (Bangla)

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• ✓39Day-30🐍 60 Days of Python | More about Return in Function | Python Bangla Tutorials |@aiquest
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• ✓60Best 4 Code Editor/IDE for Data Science & Machine Learning: A Comprehensive Bangla Tutorial @aiquest
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• ✓63Pandas for Data Science & AI | Importing Google Sheets using Python Pandas | @aiquest, @rashakil
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• ✓78Regression Analysis: Polynomial Regression Explained
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• ✓85Feature Engineering: Ordinal Encoder Explained in Machine Learning (Bangla)
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• ✓87Standardization in Statistics | Standard Scaler in Machine Learning | Z-Score Transformation
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• ✓89What is Data Leakage in Machine Learning?
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• ✓91Gradient Descent: Linear Regression with Gradient Descent in Machine Learning | Linear Regression
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• ✓93Classification: Decision Tree Construction in Machine Learning | Decision Tree Classifier
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• ✓95Confusion Matrix with Python (Bangla) | Machine Learning
• ✓96What is Cross Validation | K-Fold & Stratified K-Fold Cross Validation | Stats & Machine Learning
• ✓97XGBoost: Implementing K-Fold Cross Validation with Python & XGBoost Classifier
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• ✓100Machine Learning Tutorial (Bengali) | Customer Churn Prediction Using Python Machine Learning
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• ✓103Random Forest: A Complete Guide for Machine Learning | Random Forest Explained | Bangla
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• ✓107Norms in Machine Learning | Norms Vs. Distance Metrics | Manhattan Distance | Euclidean Distance
• ✓108Machine Learning Tutorial (Bangla) - KNN | K-Nearest Neighbors Algorithm in ML | KNN Explained
• ✓109K-Nearest Neighbors Algorithm (KNN) | KNN Regression Python | Data Science Course for Beginners
• ✓110Machine Learning Tutorial (Bangla) | K-Nearest Neighbors (K-NN) Explained using Python Sklearn
• ✓111Machine Learning Tutorial (Bangla) | What is CountVectorizer in Python & How CountVectorizer Work
• ✓112Machine Learning Tutorial (Bengali) | TF-IDF Vectorizer | Feature Extraction Techniques | NLP
• ✓113Machine Learning Bangla | Naive Bayes Classifier in Machine Learning | Naïve Bayes in ML Bengali
• ✓114Naive Bayes Algorithm with Python | Machine Learning | Bangla
• ✓115Python Libraries for Natural Language Processing | NLTK, TextBlob, Gensim, Hugging Face(Transformer)
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• ✓120Cluster Analysis (Bangla) | KMeans Cluster in Machine Learning | Unsupervised Learning, Data Science
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• ✓124Roadmap: Complete Deep Learning & Generative AI (Bangla Tutorial)
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• ✓12603. Neural Network Explained | Deep Learning (Bangla) | 90 Days of Deep Learning
• ✓12704. Importance of Activation Functions in Deep Learning (Bangla) | 90 Days of Deep Learning
• ✓12805. Activation Functions in Neural Networks (Part-02) | Deep Learning | Artificial Intelligence ​
• ✓12906. Activation Functions with Python (Part-03) | 90 Days of Deep Learning | Artificial Intelligence
• ✓13007. What are the Steps Per Epoch? Batch Size | Neural Network in Deep Learning (Bangla)
• ✓13108. The Math Behind an Artificial Neuron | Forward Propagation | Neural Networks (Bangla)
• ✓13209. Single Neuron Implement with Python | 90 Days of Deep Learning (Bangla)
• ✓13310. Learn Calculus for Deep Learning (Bangla) | 60 Days of Deep Learning | Partial Derivative
• ✓13411. Backpropagation using Chain Rule (Bangla) | 90 Days of Deep Learning | @aiquest
• ✓13512. Practice: Backpropagation in Neural Network (Bangla) | 90 Days of Deep Learning
• ✓13613. Norms in Deep Learning/ML (Bangla) | Distance Metrics | Euclidean Distance | Manhattan Distance
• ✓13714. Convex and Non-Convex Cost Functions in Machine Learning (Bangla) | 90 Days of Deep Learning
• ✓13815. Gradient Descent Optimizer in Deep Learning/ML (Bangla) | 90 Days of Deep Learning
• ✓13916. Different Variants of Gradient Descent | Bangla | Deep Learning & AI @aiquest
• ✓14017. Gradient Descent with Momentum (Bangla) | 90 Days of Deep Learning | Neural Network
• ✓14118. Gradient Descent With Nesterov Accelerated Gradient (NAG) | Nesterov Momentum | Bangla Tutorial
• ✓14219. Adaptive Gradient Algorithm (Adagrad) | 90 Days of Deep Learning | Bangla Tutorials
• ✓14320. Understanding RMSprop Optimizer (Bangla) | Adaptive Optimization in Neural Networks
• ✓14421. Understanding AdaDelta Optimizer (Bangla) | 90 Days of Deep Learning | Neural Network
• ✓14522. Understanding Adam & NAdam Optimizer (Bangla) | 90 Days of Deep Learning
• ✓14623. Understanding AMSGrad Optimizer (Bangla) | 90 Days of Deep Learning | Neural Network
• ✓14724. Vanishing Gradient Problem in Deep Neural Networks | 90 Days of Deep Learning (Bangla)
• ✓14825. Exploding Gradient Problem in Deep Neural Networks | 90 Days of Deep Learning | Bangla Tutorial
• ✓14926. Three Powerful Ways to Build Neural Networks with TensorFlow & Keras | 90 Days of Deep Learning
• ✓15027. Keras: The High-level API for TensorFlow | 90 Days of Deep Learning & AI | Bangla
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• ✓15431. Convolution Operation | ReLU | Convolutional Neural Network (CNN) | Kernel Operation | Maths
• ✓15532. Pooling Layer | Flatten Layer & Dense Layer | Convolutional Neural Network (CNN) | Bangla Course
• ✓15633. Convolutional Neural Networks | Calculating Parameters & Dimensions in CNNs | Deep Learning
• ✓15734. Convolutional Neural Networks (CNN) in Python | Complete Deep Learning Course | Bangla Tutorial
• ✓158Computer Vision | Transfer Learning | Vision Transformer(ViT) vs. CNNs
• ✓159RNN: All you need to know about Recurrent Neural Network | Bangla Tutorial @aiquest
• ✓160RNN: How Recurrent Neural Network Architecture Work: One-to-One/Many, Many-to-One/Many | Full Bangla
• ✓161RNN: Main Components of Recurrent Neural Networks (RNNs) | Bangla Tutorial
• ✓162RNN: Main Steps to Train a Recurrent Neural Network (RNN) | Bangla Tutorial
• ✓163RNN: Detailed Steps to Unfold a Recurrent Neural Network (RNNs) | Bangla Tutorial
• ✓164RNN: Calculating Loss & Backpropagation Through Time in Recurrent Neural Networks (RNNs) | Bangla
• ✓165Backpropagation Through Time (BPTT) in RNN | Chain Rule | 90 Days of Deep Learning | Bangla Tutorial
• ✓166RNN: Let’s Understand the Problems with Recurrent Neural Networks | Bangla Tutorial
• ✓167LSTM: Long Short-Term Memory (LSTM) Explained | Bangla Tutorial | @rashakil
• ✓168LSTM: Long Short-Term Memory (LSTM) with Python | Bangla Tutorial
• ✓169GRU: Understanding Gated Recurrent Unit (GRU) in Deep Learning | Bangla Tutorial
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