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Il corso include
- 41 h 57 min di video
- 170 lezioni
- Livello: Avanzato
- Lingua: বাংলা
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Lezioni
17 sezioni · 170 lezioni · 41 h 57 min durata totale
Lezioni 1–1010 lezioni · 2 h 37 min
- Data Science Bangla Tutorial: Learn Python, Data Science & Artificial Intelligence | @aiquest1 min
- AI & Data Career Roadmap 2026 | From Analyst to MLOps/Agentic AI Engineer18 min
- A-Z Roadmap To Learn Python [[ শূন্য থেকে পাইথন এক্সপার্ট ]]15 min
- Day-0🐍 60 Days of Python - Bangla Tutorial | Why Python Became the Global Leader in Programming?9 min
- Day-01🐍 60 Days of Python (পাইথন) | Install Python, Anaconda, Jupyter, PyCharm | Kaggle-Google Colab14 min
- Day-1.1🐍 60 Days of Python (পাইথন কোর্স) | Installing Jupyter Notebook in VS Code (All Steps)7 min
- Day-2🐍 60 Days of Python | ভেরিয়েবল কি? Variable & Input/Output Function | Python Bangla Tutorial40 min
- Day-3.0🐍 60 Days of Python | স্ট্রিং কি? Strings Basic Concept | Python Bangla Tutorial for Begineer12 min
- Day-3.1🐍 60 Days of Python | স্ট্রিং মেথড কি? String Methods | Python Bangla Tutorials for Beginners18 min
- Day-04🐍 60 Days of Python -বাংলা | Data Types in Python | Numeric & Boolean | Python Bangla Tutorial23 min
Lezioni 11–2010 lezioni · 2 h 46 min
- Day-4.1🐍 60 Days of Python - বাংলা | Data Type in Python | Sequences & Sets | Python Bangla Tutorial17 min
- Day-4.2🐍 60 Days of Python -বাংলা | Data Type in Python | Pandas DataFrame | Python Bangla Tutorial11 min
- Day-5🐍 60 Days of Python | Python Operators (Part-1)| Python Bangla Tutorial for Beginner to Advancd15 min
- Day-06🐍 60 Days of Python (Advanced Python) | Python Bangla Tutorials Complete Course | Learn Python23 min
- Day-7.1🐍 60 Days of Python | If, Elif, Else Conditional Statements (Part-01)| Python Bangla Tutorial16 min
- Day-7.2🐍 60 Days of Python | If, Elif, Else Conditional Statements (Part-02)| Python Bangla Tutorial19 min
- Day-8🐍 60 Days of Python | Python Bangla Tutorials | Solution of Assignment: 01 @aiquest15 min
- Day-9🐍 60 Days of Python | Let's Talk About For Loop in Python (A to Z) | @aiquest24 min
- Day-10🐍 60 Days of Python | While Loop in Python | While vs For | Loops in Python @aiquest14 min
- Day-11🐍 60 Days of Python | Nested Loop in Python | Learn Python Loops | Free Advanced Python Course11 min
Lezioni 21–3010 lezioni · 2 h 55 min
- Day-12🐍 60 Days of Python | Python Lists: Understanding Lists in Python | Python Bangla Tutorial20 min
- Day-13🐍 60 Days of Python | Python List: Understanding List Methods() in Python | Python Full Course23 min
- Day-14🐍 60 Days of Python | List comprehension in Python10 min
- Day-15🐍 60 Days of Python | Python Tuples: Understanding Tuple in Python | List vs Tuples in Python6 min
- Day-16🐍 60 Days of Python | Python Tuples: Understanding Tuple in Python | More About Tuple (Part-2)21 min
- Day-17🐍 60 Days of Python | Python Sets: Understanding Set in Python | Python Bangla Full Course14 min
- Day-18🐍 60 Days of Python | Frozen Set in Python | Python Set{} vs FrozenSet{}, Python Bangla Course15 min
- Day-19🐍 60 Days of Python | Python Set Methods | Python Bangla Tutorial Full Course | @aiquest23 min
- Day-20🐍 60 Days of Python | Python Array | Python Bangla Tutorial | Array Methods in Python@aiquest22 min
- Day-21🐍 60 Days of Python | All About Dictionaries in Python | Python Dictionary (A to Z) @aiquest21 min
Lezioni 31–4010 lezioni · 1 h 32 min
- Day-22 🐍 60 Days of Python | Zip() in Python | Python Bangla Tutorials Full Course9 min
- Day-23 🐍 60 Days of Python | Zip & UnZip File with 2 Lines of Python Code | Python Bangla Tutorials9 min
- Day-24 🐍 60 Days of Python | How to Search and Replace Text in a File in Python | Python Bangla7 min
- Day-25🐍 60 Days of Python | Enumerate(): More on Unpacking in Python7 min
- Day-26 🐍 60 Days of Python | Break & Continue Statements in Python @rashakil7 min
- Day-27🐍 60 Days of Python | Continue Statement in Python & Differences | @rashakil9 min
- Day-28🐍 60 Days of Python | Commonly used Built-in Functions in Python | Python Bangla Tutorials13 min
- Day-29🐍 60 Days of Python | Function in Python (Bangla) | Python Bangla Tutorials for Begineers16 min
- Day-30🐍 60 Days of Python | More about Return in Function | Python Bangla Tutorials |@aiquest9 min
- Day-30.2🐍 60 Days of Python | More About Return in Python (Part-02)6 min
Lezioni 41–5010 lezioni · 1 h 15 min
- Day-31🐍 60 Days of Python | Calculate Factorial using Function | Python Bangla Tutorial for Beginner6 min
- Day-32🐍 60 Days of Python | List Manipulation in Python10 min
- Day-33🐍 60 Days of Python | Assignment on Breakup | Python Bangla Tutorials | @rashakil6 min
- Day-34🐍 60 Days of Python - Bangla Tutorial | Arguments Vs. Parameters in Python Functions12 min
- Day-35🐍 60 Days of Python - Bangla Tutorial | *args Vs. **kwargs in Python5 min
- Day-36🐍 60 Days of Python | Python Function Recursion | Recursive Function in Python (Bangla)6 min
- Day-37🐍 60 Days of Python | How to Use Python Lambda Functions (Bangla)5 min
- Day-38🐍 60 Days of Python | Map(), Filter(), Reduce() with Python Lambda Function (Bangla)8 min
- Day-39🐍 60 Days of Python | Module in Python (Bangla Tutorial)11 min
- Day-40🐍 Make your own YouTube Downloader | 60 Days of Python | Bangla Tutorials6 min
Lezioni 51–6010 lezioni · 3 h 56 min
- Day-41🐍 60 Days of Python | File Handling in Python: Open, Append, Read, Write7 min
- Day-42🐍 60 Days of Python | Working with PDFs | Reading PDF Files7 min
- Day-43🐍 60 Days of Python - Generators in Python | List Comprehension Vs. Generators14 min
- Object-Oriented Programming (OOP) and Exception Handling in Python | #OOP2 h 6 min
- Stop Searching! ALL Machine Learning Topics in ONE Video (Complete Guide)33 min
- What is Data Science? Data Science Vs. Analytics Vs. ArtificiaI Intelligence Vs. Machine Learning7 min
- What is Machine Learning? Artificial Intelligence Vs. Machine Learning (Explained)8 min
- Types of Machine Learning Models | Discriminative Vs. Generative Model in AI12 min
- Main Steps to Build an ML/AI Application from Starting to Deployment @aiquest12 min
- Best 4 Code Editor/IDE for Data Science & Machine Learning: A Comprehensive Bangla Tutorial @aiquest10 min
Lezioni 61–7010 lezioni · 1 h 54 min
- Pandas for Machine Learning | Python Pandas DataFrame Bangla Tutorial | Pandas Course | @rashakil37 min
- Pandas Profiling | Exploratory Data Analysis | Data Science | EDA | Bangla6 min
- Pandas for Data Science & AI | Importing Google Sheets using Python Pandas | @aiquest, @rashakil11 min
- Types of Variables in Data Science | Statistics for Machine Learning | Bangla5 min
- Regression Analysis in Statistics: Simple Linear Regression in Data Science & Machine Learning12 min
- Scikit-Learn Library for Supervised Learning | Machine Learning Bangla Tutorial for Begineers9 min
- Implementing Linear Regression with Python | Machine Learning Bangla Tutorials (Bangla)17 min
- Loss & Cost Functions in Linear Regression | Machine Learning Bangla Tutorials10 min
- Coefficient of Determination (R-Squared) | Linear Regression in Machine Learning (Bangla)4 min
- Salary Prediction using Linear Regression | Machine Learning Bangla Tutorials3 min
Lezioni 71–8010 lezioni · 1 h 31 min
- Best 55 Public CSV Datasets for Data Science, Data Analytics & Machine Learning | ML Bangla Tutorial4 min
- Machine Learning Tutorial Bangla | Python - Linear Regression with Multiple Variables | Data Science19 min
- Overfitting and Underfitting Concepts in Machine Learning9 min
- Scikit-Learn Library for Model Selection | Machine Learning Bangla Tutorial for Begineers4 min
- Data Splitting | Train-Test Split for Evaluating Machine Learning Algorithms (Bangla)9 min
- Pearson Correlation Coefficient | Correlation Interpretation in Data Science7 min
- Linear Regression Vs. Polynomial Regression | What, When, Where?10 min
- Regression Analysis: Polynomial Regression Explained15 min
- Feature Engineering: Feature Transformation in Machine Learning7 min
- Feature Engineering: Encoding & Decoding in Machine Learning7 min
Lezioni 81–9010 lezioni · 1 h 48 min
- Scikit-Learn Library for Data Preprocessing | Machine Learning Bangla Tutorial for Begineers5 min
- Feature Engineering: Label Encoder in Machine Learning | Encoding & Decoding (Bangla)14 min
- Feature Engineering: One-Hot Encoding in Machine Learning (Bangla)11 min
- Feature Engineering: Binary Encoder Explained in Machine Learning (Bangla)6 min
- Feature Engineering: Ordinal Encoder Explained in Machine Learning (Bangla)7 min
- Normalization Concept in Statistics | Data Scaling | Feature Transformation in Machine Learning9 min
- Standardization in Statistics | Standard Scaler in Machine Learning | Z-Score Transformation13 min
- Differences: Fit, Transform, Fit_Transform in Machine Learning (Bangla)8 min
- What is Data Leakage in Machine Learning?7 min
- Machine Learning Project | Profit Prediction using Multiple Linear Regression (Bengali)26 min
Lezioni 91–10010 lezioni · 3 h 7 min
- Gradient Descent: Linear Regression with Gradient Descent in Machine Learning | Linear Regression54 min
- Decision Tree: A Complete Guide for Machine Learning | Decision Tree with Python | Bangla16 min
- Classification: Decision Tree Construction in Machine Learning | Decision Tree Classifier22 min
- Confusion Matrix in Machine Learning (Bangla) | Evaluate Classification Models11 min
- Confusion Matrix with Python (Bangla) | Machine Learning8 min
- What is Cross Validation | K-Fold & Stratified K-Fold Cross Validation | Stats & Machine Learning13 min
- XGBoost: Implementing K-Fold Cross Validation with Python & XGBoost Classifier10 min
- Machine Learning Tutorial (Bangla) | Logistic Regression Classification Explained with Example15 min
- Machine Learning Tutorial (Bangla) | Logistic Regression in Machine Learning (Part-2)13 min
- Machine Learning Tutorial (Bengali) | Customer Churn Prediction Using Python Machine Learning24 min
Lezioni 101–11010 lezioni · 2 h 49 min
- Machine Learning Tutorial (Bangla) | SVM in Machine Learning | Support Vector Machine in ML16 min
- Ensemble Learning in Machine Learning: A Gentle Introduction to Ensemble Learning Algorithms12 min
- Random Forest: A Complete Guide for Machine Learning | Random Forest Explained | Bangla5 min
- Random Forest with Python | Implementing Random Forest for Classification | Bangla5 min
- Machine Learning Tutorial | Save ML Model | Pickle vs Joblib | Data Science Tutorial | Python for DS24 min
- Grid Search vs Random Search: Hyperparameter Optimization/Tuning50 min
- Norms in Machine Learning | Norms Vs. Distance Metrics | Manhattan Distance | Euclidean Distance12 min
- Machine Learning Tutorial (Bangla) - KNN | K-Nearest Neighbors Algorithm in ML | KNN Explained17 min
- K-Nearest Neighbors Algorithm (KNN) | KNN Regression Python | Data Science Course for Beginners19 min
- Machine Learning Tutorial (Bangla) | K-Nearest Neighbors (K-NN) Explained using Python Sklearn10 min
Lezioni 111–12010 lezioni · 5 h 15 min
- Machine Learning Tutorial (Bangla) | What is CountVectorizer in Python & How CountVectorizer Work11 min
- Machine Learning Tutorial (Bengali) | TF-IDF Vectorizer | Feature Extraction Techniques | NLP15 min
- Machine Learning Bangla | Naive Bayes Classifier in Machine Learning | Naïve Bayes in ML Bengali24 min
- Naive Bayes Algorithm with Python | Machine Learning | Bangla8 min
- Python Libraries for Natural Language Processing | NLTK, TextBlob, Gensim, Hugging Face(Transformer)6 min
- @aiquest NLP Project: Spam eMail Detection with Naive Bayes Classifiers (Bengali)18 min
- Data Science & Machine Learning Project | NLP - Fake News Classification using Machine Learning ✅40 min
- Data Science & Machine Learning Project | Breast Cancer Prediction using PyCaret ✅52 min
- Scikit-Learn Library for Unsupervised Learning | Machine Learning Bangla Tutorial for Begineers6 min
- Cluster Analysis (Bangla) | KMeans Cluster in Machine Learning | Unsupervised Learning, Data Science2 h 15 min
Lezioni 121–13010 lezioni · 2 h 5 min
- How PCA Works? Feature Selection vs Dimensionality Reduction | Principal Component Analysis | Bangla23 min
- Dynamic Time Warping | DTW Algorithom | Machine Learning For Time Series12 min
- 01. How to Complete Deep Learning & AI Course? | Guidelines | Bangla4 min
- Roadmap: Complete Deep Learning & Generative AI (Bangla Tutorial)19 min
- 02. Artificial Neuron in Neural Network | 90 Days of Deep Learning | AI Bangla Tutorial @aiquest8 min
- 03. Neural Network Explained | Deep Learning (Bangla) | 90 Days of Deep Learning11 min
- 04. Importance of Activation Functions in Deep Learning (Bangla) | 90 Days of Deep Learning6 min
- 05. Activation Functions in Neural Networks (Part-02) | Deep Learning | Artificial Intelligence 19 min
- 06. Activation Functions with Python (Part-03) | 90 Days of Deep Learning | Artificial Intelligence12 min
- 07. What are the Steps Per Epoch? Batch Size | Neural Network in Deep Learning (Bangla)11 min
Lezioni 131–14010 lezioni · 2 h 11 min
- 08. The Math Behind an Artificial Neuron | Forward Propagation | Neural Networks (Bangla)8 min
- 09. Single Neuron Implement with Python | 90 Days of Deep Learning (Bangla)10 min
- 10. Learn Calculus for Deep Learning (Bangla) | 60 Days of Deep Learning | Partial Derivative20 min
- 11. Backpropagation using Chain Rule (Bangla) | 90 Days of Deep Learning | @aiquest24 min
- 12. Practice: Backpropagation in Neural Network (Bangla) | 90 Days of Deep Learning12 min
- 13. Norms in Deep Learning/ML (Bangla) | Distance Metrics | Euclidean Distance | Manhattan Distance11 min
- 14. Convex and Non-Convex Cost Functions in Machine Learning (Bangla) | 90 Days of Deep Learning15 min
- 15. Gradient Descent Optimizer in Deep Learning/ML (Bangla) | 90 Days of Deep Learning13 min
- 16. Different Variants of Gradient Descent | Bangla | Deep Learning & AI @aiquest12 min
- 17. Gradient Descent with Momentum (Bangla) | 90 Days of Deep Learning | Neural Network6 min
Lezioni 141–15010 lezioni · 1 h 27 min
- 18. Gradient Descent With Nesterov Accelerated Gradient (NAG) | Nesterov Momentum | Bangla Tutorial6 min
- 19. Adaptive Gradient Algorithm (Adagrad) | 90 Days of Deep Learning | Bangla Tutorials9 min
- 20. Understanding RMSprop Optimizer (Bangla) | Adaptive Optimization in Neural Networks5 min
- 21. Understanding AdaDelta Optimizer (Bangla) | 90 Days of Deep Learning | Neural Network8 min
- 22. Understanding Adam & NAdam Optimizer (Bangla) | 90 Days of Deep Learning9 min
- 23. Understanding AMSGrad Optimizer (Bangla) | 90 Days of Deep Learning | Neural Network5 min
- 24. Vanishing Gradient Problem in Deep Neural Networks | 90 Days of Deep Learning (Bangla)10 min
- 25. Exploding Gradient Problem in Deep Neural Networks | 90 Days of Deep Learning | Bangla Tutorial10 min
- 26. Three Powerful Ways to Build Neural Networks with TensorFlow & Keras | 90 Days of Deep Learning6 min
- 27. Keras: The High-level API for TensorFlow | 90 Days of Deep Learning & AI | Bangla19 min
Lezioni 151–16010 lezioni · 2 h 31 min
- 28. Customer Churn Prediction using Neural Network & TensorFlow | 90 Days of Deep Learning | Bangla19 min
- 29. Intro to Computer Vision in Deep Learning | Images | Frame Rates | Pixel Value @aiquest15 min
- 30. Convolutional Neural Networks (CNN) | Computer Vision | CNN Bangla Tutorial | Deep Learning17 min
- 31. Convolution Operation | ReLU | Convolutional Neural Network (CNN) | Kernel Operation | Maths19 min
- 32. Pooling Layer | Flatten Layer & Dense Layer | Convolutional Neural Network (CNN) | Bangla Course13 min
- 33. Convolutional Neural Networks | Calculating Parameters & Dimensions in CNNs | Deep Learning16 min
- 34. Convolutional Neural Networks (CNN) in Python | Complete Deep Learning Course | Bangla Tutorial21 min
- Computer Vision | Transfer Learning | Vision Transformer(ViT) vs. CNNs13 min
- RNN: All you need to know about Recurrent Neural Network | Bangla Tutorial @aiquest13 min
- RNN: How Recurrent Neural Network Architecture Work: One-to-One/Many, Many-to-One/Many | Full Bangla5 min
Lezioni 161–17010 lezioni · 2 h 19 min
- RNN: Main Components of Recurrent Neural Networks (RNNs) | Bangla Tutorial6 min
- RNN: Main Steps to Train a Recurrent Neural Network (RNN) | Bangla Tutorial6 min
- RNN: Detailed Steps to Unfold a Recurrent Neural Network (RNNs) | Bangla Tutorial13 min
- RNN: Calculating Loss & Backpropagation Through Time in Recurrent Neural Networks (RNNs) | Bangla17 min
- Backpropagation Through Time (BPTT) in RNN | Chain Rule | 90 Days of Deep Learning | Bangla Tutorial18 min
- RNN: Let’s Understand the Problems with Recurrent Neural Networks | Bangla Tutorial6 min
- LSTM: Long Short-Term Memory (LSTM) Explained | Bangla Tutorial | @rashakil17 min
- LSTM: Long Short-Term Memory (LSTM) with Python | Bangla Tutorial9 min
- GRU: Understanding Gated Recurrent Unit (GRU) in Deep Learning | Bangla Tutorial15 min
- Transformer Architecture | Attention Is All You Need | Bangla32 min
Cosa serve
- Serve esperienza: il corso è di livello avanzato.
Descrizione
Complete Data Science & AI Bangla Tutorial | Python, Machine Learning, Deep Learning & Artificial Intelligence | Bangladesh
A chi è rivolto
- Chi lavora già con Python.
Questi due punti sono una nostra lettura del livello. La descrizione è dell'autore.