Codejee | C Programming

logo

Inclusive and Infinite Learning ` Education ∀ `

View Courses 

Artificial Intelligence(AI)

Course content


3 courses • 120 lectures • More than 120 Hours of content
  • Getting Started Python
  • Python and Jupyter Notebook setup
  • Data types, Variables & Mathematical Operations
  • String handling & operatios
  • Conditionals & Iterative statements
  • Functions & Parameter handling
  • File I/O with Python
  • Python Data Structure
  • Classes ,Objects & Modules
  • Numpy, pandas and its usage, Data visualisation with Matplotlib
  • Introduction to Machine Learning
  • Maths behind Machine learning
  • Linear Algebra review
  • Linear regression, Gradient Descent, Multivariate regression,
  • Polynomial regression & normal equations, Logistic Regression, regularization
  • Overfitting & regularized linear & logistic regression
  • Tree methods, decision trees and random forests
  • SVM Intuition and algorithm implementation
  • Bayes theorem, intuition & implementation
  • Principal Component Analysis, t-SNE
  • Hierarchical & K-means Clustering DB Scan
  • Introduction & motivation behind Deep Learning
  • Neural nets, Activation function, Back Propagation, Random initialisation
  • Deep neural networks & hyperparameters
  • Neural nets optimization, Hyperparameter tuning, Batch Normalisation & regularization
  • Convolutional Neural networks, Convolution, Strides, Padding, CNN Architecture
  • CNN layers, Fully connected, ReLU, Dropout, Convolution & Pooling layers
  • Deep Learning Applications, Object Localization, Landmark Detection, Object Detection
  • YOLO Algorithm, Facial Recognition, One Shot Learning, Siamese Networks

• Certification Exam

Get this course


Artificial Intelligence(AI)
Rs. 21599 Rs. 23999
Free trial
This course includes:

 30 hours online content

 Access on any device

 Certificate of completion

Sharing is Caring


           


Testimonials

Login to Comment