Machine learning is changing the world rapidly. Applications like self-driving cars are possible because of technologies like image processing applied with machine learning. Get to know how machine learning does this with neural networks with this course on Machine learning and Neural networks.
• Learn to use Data Science libraries like NumPy, Pandas, Scikit-learn
• learn how to use matplotlib, Seaborn, Plotly, python libraries to plot the graphs and visualize the data.
• Deep Learning framework TensorFlow Keras.
• Linear regression.
• Hands On: Building Linear Regression model to predict the house price based on its features like area, number of bedrooms etc.
• Project 1: Predict the selling price of the car from features of car like transmission and fuel type, age of the car etc.
• Neural Networks
• create neural network with TensorFlow Keras and train using the same.
• Hands On: Create a Neural Network capable of recognizing digit in a given image
• Project 2: Create a Neural Network Capable of recognizing clothing like T-Shirt, Sandal, Bag etc.
• Learn to build a datasets from google Images
• Hands On: Build a classification model using Neural Networks for dog V/S cat
Prerequisites: Familiarity with programming