পাইথন দিয়ে মেশিন লার্নিং
এই কোর্সে ১৩৩টি ভিডিওতে প্রথমে পাইথন বেসিক ও পরে মেশিন লার্নিং শেখানো হয়েছে।
কনটেন্টটি নেয়া হয়েছে: Study Mart
Learn Python & Data Science Full Course (Bengali) || (Python, ML, DL, NLP, Django, R Full Guideline)
Data Science & Machine Learning for All with Python | ডাটা সায়েন্স এবং মেশিন লার্নিং | Paid Course
2. How to Install Python (latest version) and IDE (Jupyter Notebook, Spyder, Pycharm) | Python Setup
3. Introduction to Python Variables || Python Bangla Tutorial for Beginners || Variable Explained
3.1 Memory Management for Python Variables || Python Bangla Tutorial for Beginners || Study Mart
4. Escape Sequence & Comments in Python | Python Bangla Tutorial for Beginners
5. Data Types in Python | Python Bangla Tutorial for Beginners | Data Science Course
6. User input in Python | Python Bangla Tutorial for Beginners | Data Science Course
7. Operators in Python | Python Bangla Tutorial for Beginners | Data Science Course
8. Strings in Python | Python Bangla Tutorial for Beginners | Data Science Course
9. Arrays in Python | Python Bangla Tutorial for Beginners | Data Science Course
10. Python Bangla Tutorial for Beginners || Lists in Python || Python Collections || Study Mart
11. Python Bangla Tutorial for Beginners || Tuple in Python || Python Collections || Study Mart
12. Python Bangla Tutorial for Beginners || Sets in Python || Python Collections
13. Python Bangla Tutorial for Beginners || Sets in Python || Intersection Operation in Python
14. Python Bangla Tutorial for Beginners || Sets in Python || Union Operation in Python
15. Python Bangla Tutorial for Beginners || Python Dictionaries || Dictionary in Python
16. Python Bangla Tutorial for Beginners || Python Dictionaries || Dictionary in Python | Study Mart
17. Python Bangla Tutorial for Beginners || Python Nested Dictionary || Study Mart
18. Python Bangla Tutorial for Beginners || if & else Statement in Python || Study Mart
19. Python Bangla Tutorial for Beginners || If, elif and else Statements in Python || Study Mart
20. Python Bangla Tutorial for Beginners || Find Odd & Even Number in Python || Python by Study Mart
21. Python Bangla Tutorial for Beginners || Find Negative & Positive Number in Python || Python
23. Python Bangla Tutorial for Beginners || Nested if statement in Python || Study Mart
24. Find Max Number out of three Numbers using Python || Python Bangla Tutorial for Beginners
25. Python Bangla Tutorial || Ternary Operator in Python || Python by Study Mart
26. Swap two Numbers in Python || Python Bangla Tutorial for Beginners || Python by Study Mart
27. Exceptions Handling in Python | Python Bangla Tutorial | Exceptions in Python | Study Mart
27.1 Python Bangla Tutorial | Assertions in Python | Python Assert Statement | Python Assert Keyword
28. Python Bangla Tutorial for Beginners || How to Use Mathematical Functions in Python
29. Introduction to For Loop & Range Function in Python || Python Bangla Tutorial for Beginners
30. Find Prime Numbers in Python | Python Bangla Tutorial | Study Mart
32. Python Bangla Tutorial for Beginners | Break Statement in Python
35. Python Bangla Tutorials for Beginners | Fibonacci Sequence in Python
36. Factorial Number using Python || Bangla Python Tutorial for Beginners
34.1 Python Bangla Tutorial for Beginners | *args in Python | Python Non-Keyword Arguments (*args)
34.2 Python Bangla Tutorial for Beginner | **kwargs in Python | Keyword Argument | *Args vs **KwArgs
What is Numpy? Python List vs Numpy Array || Installing Numpy in PyCharm || Study Mart
38. Python Bangla Tutorial for Beginners || Multidimensional Arrays in Python || 2D & 3D Arrays
39. Matrix in Python || Matrix Multiplication in Python || Python Bangla Tutorial for Beginners
40. Python Bangla Tutorial for Beginners || Zip Function in Python || Unzip || Zipping Two Lists
41. Lambda Function in Python || Python Lambda (Anonymous Functions) || Python Bangla Tutorial
42. Map Function in Python || Map() in Python || Python Bangla Tutorial for Beginners
43. Filter Function in Python || Python filter ( ) || Python Bangla Tutorial for Beginners
44. Reduce Function in Python || Python reduce ( ) || Python Bangla Tutorial for Beginners
45. Local Variable vs Global Variable in Python || Python Bangla Tutorial for Beginner || Study Mart
46. Default Arguments in Python || Python Default Arguments || Python Bangla Tutorial for Beginners
47. Python Bangla Tutorial for Beginners | Recursion in Python | Recursion Explained | Study Mart
48. Python Bangla Tutorial for Beginners | Factorial Using Recursion | Recursion Explained
51. Python Object-Oriented Programming | Programming Paradigms | Python Bangla Tutorial for Beginner
1. Python Small Project | Text to Audio Converter | Text to Speech | Python Mini Project with Codes
2. Python small project | Stopwatch with source code | Python mini project | Stopwatch using Python
3. Python small project | Text Editor using Python | Text Editor using Python with source code
4. Python Small Project | Tic Tac Toe Using Python | Python Tic Tac Toe Game With Source Codes
Machine Learning || Install Anaconda (Python/R) | Installing Anaconda on Windows || Jupyter Notebook
2. Data Science (Bangla) || Mean & Median using Python || Statistics and Probability using Python
3. Data Science (Bangla) || Mode using Python || Statistics and Probability using Python
4. Data Science (Bangla) || Range (Statistics) || Measures of Spread using Python
5. Data Science (Bangla) || Quartile & the Interquartile Range || Measures of Spread using Python
6. Data Science (Bangla) || Variance in Statistics || Measures of Spread using Python || Variance
7. Data Science (Bangla) || Standard Deviation in Statistics || Measures of Spread using Python
Machine Learning vs Deep Learning vs Neural Network vs AI vs Data Science
Why Data Science So Popular? How To Learn Data Science Smartly? (Bengali)
1. Machine Learning Tutorial Full Course (Bangla) | Introduction to Machine Learning (মেশিন লার্নিং)
Install Anaconda (R & Python) | Downloading and Installing Anaconda for Python & R | Data Science
3. Machine Learning Tutorial (Bangla) | Linear Regression in Machine Learning | ML Bangla Tutorial
Linear Regression in ML - Everything You Need to Know! ML Class - 04 (Paid)
4. Machine Learning Tutorial (Bengali) | Simple Linear Regression Explained with Python Sklearn
Machine Learning Tutorial (Bangla) | Assignment on Linear Regression | Kaggle Dataset
7. Machine Learning Tutorial (Bangla) || Python Linear Regression with Multiple Variables
8. Machine Learning Tutorial (Bangla) || How to Calculate R-Squared Value in Regression Analysis
9. Machine Learning Bangla || Supervised Learning vs Unsupervised Learning Explained
Machine Learning Tutorial (Bangla) | Merge Dataframes in Python using Pandas | Pandas Tutorial
Label Encoder vs OneHot Encoder in Machine Learning | Dummy Variables in Machine Learning Bangla
Machine Learning Tutorial (Bengali) | One-Hot Encoding in Python with Pandas
Machine Learning Tutorial (Bangla) | What is CountVectorizer in Python & How CountVectorizer Work
Machine Learning Tutorial (Bengali) | TF-IDF Vectorizer | Feature Extraction Techniques | NLP
Kaggle - Machine Learning and Data Science Community | How to Learn Data Science Smartly
Introduction to Google Colaboratory (গুগল কোলাব ) | Google Colab for Machine Learning & Data Science
Machine Learning Tutorial (Bengali) | Importing Data set in Google Colaboratory
Machine Learning Project on Profit Prediction using Multiple Linear Regression (Bengali)
10. id3 Algorithm in Machine Learning Bangla || Decision Tree Classification in Machine Learning
id3 Algorithm in Machine Learning || ID3 Algorithm in Decision Tree Classification || ML Tutorial
11. Machine Learning Tutorial (Bangla) | Decision Tree Classification || ML Bangla Tutorial
12. Machine Learning Tutorial (Bangla) || Decision Tree Classification in Machine Learning
13. Machine Learning Tutorial (Bangla) || Confusion Matrix (কনফিউশন ম্যাট্রিক্স) in Machine Learning
Machine Learning (Bangla) | Build Confusion Matrix | Accuracy, Precision, Recall & F1 Score
Machine Learning Bangla | Data Preprocessing | Ordinal Encoder with Python | Data Science
Machine Learning Tutorial (Bangla) | Logistic Regression Classification Explained with Example
Machine Learning Tutorial (Bangla) | Logistic Regression in Machine Learning (Part-2)
18. Machine Learning Tutorial (Bangla) | SVM in Machine Learning | Support Vector Machine in ML
19. Machine Learning Tutorial (Bengali) | Why Ensemble Learning to Improve Machine Learning Results?
Machine Learning Tutorial (Bengali) | How Actually Random Forest Classifier & Regressor Work?
Machine Learning Tutorial (Bengali) | Random Forest vs Decision Tree | Ensemble Techniques in ML
20. Machine Learning Project | Predicting Heart Disease using Random Forest | Cardiovascular Disease
Machine Learning Tutorial (Bangla) | Feature Selection Techniques in Machine Learning with Python
Machine Learning Tutorial (Bengali) | Feature Importance | Feature Selection Techniques in ML
21. Machine Learning Tutorial (Bangla) - KNN | K-Nearest Neighbors Algorithm in ML | KNN Explained
22. Machine Learning Tutorial (Bangla) | K-Nearest Neighbors (K-NN) Explained using Python Sklearn
23. Machine Learning Bangla | Naive Bayes Classifier in Machine Learning | Naïve Bayes in ML Bengali
24. Machine Learning Bangla || Naive Bayes Algorithm explained with codes (Python sklearn library)
aiQuest ML Project - Spam eMail Detection with Naive Bayes Classifiers (Bengali)
27. Machine Learning Tutorial (Bangla) | K-Means Clustering in Machine Learning | KMeans Cluster
28. Machine Learning Tutorial (Bangla) | K-Means Clustering for Single Variable | Cluster Analysis
29. Machine Learning Tutorial (Bangla) | Clustering in Machine Learning | K-Means Clustering in ML
30. Machine Learning Tutorial (Bangla) | Elbow Method in K-Means Clustering | K-Means Cluster
31. Machine Learning (Bangla) | Apriori Algorithm in Data Mining | Apriori Algorithm Example Solved
Machine Learning (Bengali) | Feature Scaling Techniques in Machine & Deep Learning (PART-1)
Machine Learning Tutorial (Bengali) | Feature Scaling Techniques in Machine Learning (PART-2)
Machine Learning Tutorial (Bengali) | Scaling | Standard Scaler vs MinMaxScaler (PART-3)
35. Machine Learning Tutorial (Bengali) | Customer Churn Prediction Using Python Machine Learning
37. Machine Learning Tutorial with Python (Bangla) | Cross-Validation in Machine Learning
38. Machine Learning Tutorial (Bangla) | Leave One Out Cross Validation in Machine Learning
39. Machine Learning Tutorial (Bangla) | k-Fold Cross-Validation in Machine Learning
Machine Learning Tutorial (Bangla) | k-Fold Cross Validation in Python Machine Learning (Part 2)
Machine Learning-Based Complete & Simple Demo Thesis | Machine Learning & Data Science | Study Mart
RIP Pandas - Time to Introduce the Vaex | Data Science with PYTHON | Vaex Lazy Out-of-Core Dataframe
1. Deep Learning Tutorial (Bengali) | What is Neuron and How Perceptron Work? DL & ANN Bangla Series
2. Deep Learning Tutorial (Bengali) | How does Neural Network Work? Feed Forward & Back Propagation
3. Deep Learning Tutorial (Bangla) | How Does Back-Propagation Work in Artificial Neural Networks?
4. Deep Learning Tutorial Bengali | ক্যালকুলাস | Chain Rule for Finding Derivatives | Data Science
5. Deep Learning Tutorial (Bangla) | Backpropagation - The Chain Rule and the Gradient | Data Science
7. Deep Learning Tutorial (Bengali) | Keras vs TensorFlow | Installing Libraries on Google Colab
8. Deep Learning Tutorial (Bangla) | Handwritten Digit Classification with Artificial Neural Network
Deep Learning Tutorial (Bangla) | Handwritten Digit Classification with ANN (Part-2)
Impact-Learning - A Robust Machine Learning Algorithm | Python | Data Science
10. How does Convolutional Neural Network (CNN / ConvNet) Work? CNN in Deep Learning & Data Science
11. Deep Learning Tutorial (Bangla) | Data Augmentation in CNN & Deep Learning | Data Science Course
12. Deep Learning Tutorial (Bangla) | Data Augmentation using Keras | Python | Data Science Course
13. Deep Learning Tutorial (Bengali) | Padding in CNN | Convolutional Neural Network | Data Science
ডেটা সায়েন্স (Data Science) এর ভবিষ্যৎ কি? Python নাকি R কি দিয়ে শুরু করবো? Data Science Roadmap '21