Machine learning

Machine Learning in Bangla (Best For Beginners)

Course Trainer :Hrb Ranjan, BSc (BUET)

Course Content :

* Basic Knowledge of Machine Learning Algorithms & Supervised learning Data

* Basic Statistics on Dataset: Mean, Median, Mode, Standard Deviation, Percentile, Data Distribution, Normal Data Distribution, Scatter Plot, Data Scale

* Data Engineering using Pandas with cross-validation by training/Test

* Knowledge of data overfitting

* Scikit-learn & TensorFlow Fundamentals

* Algorithms: KNN, Decision Tree, Linear Regression, Polynomial Regression, Multiple Regression, Logistic Regression

* Machine Learning to Deep Learning Guidelines

* How to start ANN & CNN Guidelines

Study Materials:

Practice Colab-Notebook
Slides & Books
Support & Helping Group