11. Backpropagation using Chain Rule (Bangla) | 90 Days of Deep Learning | @aiquest

درس‌ها170 درس

• ✓1Data Science Bangla Tutorial: Learn Python, Data Science & Artificial Intelligence | @aiquest
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• ✓4Day-0🐍 60 Days of Python - Bangla Tutorial | Why Python Became the Global Leader in Programming?
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• ✓10Day-04🐍 60 Days of Python -বাংলা | Data Types in Python | Numeric & Boolean | Python Bangla Tutorial
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• ✓17Day-8🐍 60 Days of Python | Python Bangla Tutorials | Solution of Assignment: 01 @aiquest
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• ✓38Day-29🐍 60 Days of Python | Function in Python (Bangla) | Python Bangla Tutorials for Begineers
• ✓39Day-30🐍 60 Days of Python | More about Return in Function | Python Bangla Tutorials |@aiquest
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• ✓57What is Machine Learning? Artificial Intelligence Vs. Machine Learning (Explained)
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• ✓60Best 4 Code Editor/IDE for Data Science & Machine Learning: A Comprehensive Bangla Tutorial @aiquest
• ✓61Pandas for Machine Learning | Python Pandas DataFrame Bangla Tutorial | Pandas Course | @rashakil
• ✓62Pandas Profiling | Exploratory Data Analysis | Data Science | EDA | Bangla
• ✓63Pandas for Data Science & AI | Importing Google Sheets using Python Pandas | @aiquest, @rashakil
• ✓64Types of Variables in Data Science | Statistics for Machine Learning | Bangla
• ✓65Regression Analysis in Statistics: Simple Linear Regression in Data Science & Machine Learning
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• ✓78Regression Analysis: Polynomial Regression Explained
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• ✓89What is Data Leakage in Machine Learning?
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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
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• ✓97XGBoost: Implementing K-Fold Cross Validation with Python & XGBoost Classifier
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• ✓110Machine Learning Tutorial (Bangla) | K-Nearest Neighbors (K-NN) Explained using Python Sklearn
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• ✓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)
• ✓116@aiquest NLP Project: Spam eMail Detection with Naive Bayes Classifiers (Bengali)
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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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• ✓15229. Intro to Computer Vision in Deep Learning | Images | Frame Rates | Pixel Value @aiquest
• ✓15330. Convolutional Neural Networks (CNN) | Computer Vision | CNN Bangla Tutorial | Deep Learning
• ✓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
• ✓170Transformer Architecture | Attention Is All You Need | Bangla

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