Advanced Machine Learning & Deep Learning

Our 3 month intensive online program has been carefully curated keeping in mind the current industry demands. It is to be noted that the lecture are not pre recorded. It’s a live interactive session and live training conducted with one on one mentoring.

• Get trained by industry professionals
• 10+ hands on projects to work on
• Opportunity to work on live projects
• Certificate post completion of course.
• Placement assistance

Curriculum:

• Basic Python
• Python for Data Science
• Introduction to Data Science
• Linear Regression
• Logistic Regression
• Tree
• Unsupervised Learning: Clustering
• Advanced Linear Regression
• Support Vector Machine: SVM
• K-Nearest Neighbour: KNN Classifier
• Boosting Algorithms
• Introduction to Deep Learning
• Convolutional Neural Network (CNN) with TensorFlow
• CNN for Computer Vision: Project – 1
• K-Nearest Neighbour: KNN Classifier
• CNN for Computer Vision: Project – 2
• Recurring Neural Network: RNN
• Reinforcement Learning (Q-Learning)

Prerequisites:

• Please read through the following Prerequisites sections before beginning this Course, to ensure you are prepared to complete all the modules
• You must be comfortable with variables, linear equations, graphs of functions, histograms, and statistical means.
• You should be a good programmer. Ideally, you should have some experience programming in Python because the programming exercises are in Python. However, experienced programmers without Python experience can usually complete the programming exercises anyway.