⬇️ سرفصل های دوره آموزش‌ مجازی Machine Learning with Python 🔹An introduction to Practical Data Science, Difference between Machine Learning and Data Mining 🔹Review the Best Python IDE with Application of each other. 🔹Fundamental of Python programming in Jupyter Note book 🔹Data Type and Statistical Data Analysis 🔹Present Python Libraries: numpy, pandas and Scikit-Learn 🔹Data Preparation and Data Pre-Processing in Python 🔹An Introduction to Feature Engineering and Feature Selection Techniques 🔹Data Visualization and Exploratory Data Analysis using: 🔹Supervised Learning, Classification Problems and Present Solutions 🔹Regression Analysis 🔹Unsupervised Learning, Clustering Problems and Present Solutions 🔹Model Evaluation and Improvement 🔹Hyperparameters Tuning such as: Grid Search & Random Search 🔹Recommended Rules in Deep Learning for Future Studies ▫️▫️▫️▫️ @sbu_mechatronic | اینستاگرام | آپارات | وب‌سایت