Artificial Intelligence
INTRODUCTION
Credge brings you the best-in-class AI certification program specially designed for high school students. Dive deep into the world of AI, understand the basics of the advanced concepts like Deep learning, Keras, Tensorflow Convolutional Neural Networks, Vectorization and a lot more and start applying your AI knowledge in Real-world.
Course Duration
6-8 weeks
Mode
Live Interactive Classes
Who is it for?
Open for all
Salient features
Why Choose this Program?
Advantage in College Admissions
Add Honors Program to your Resume
Complete College Pre-requisites
Explore Areas of Interest
Versatile industry
What do Experts have to say
Have the master minds convince you. Know the future of the course you sign up for and Get set to grow. Apply Now!
Curriculum
Module 1: Introduction to Python
- Learn how to manipulate datasets in Python using Pandas which is the most powerful library for data preparation and analysis.
Module 2: Introduction to Machine Learning
- Regression (Linear, Multiple and Logistic)
- Classification (K-NN, Naive Bayes) techniques
- Decision Trees
- K-means Clustering
- Hierarchical Clustering
- High-dimensional Clustering
- Case Study
Module 3: Neural Network Basics
- Deep Neural Networks
- TensorFlow using Neural Networks & Deep Learning
- Introduction to Keras, Pytorch
- ANN
- Case Study
Module 4: Deep Learning and Computer Vision
- Convolutional Neural Networks
- Keras Library for Deep Learning in Python
- Pre-processing Image Data
- Object and Face recognition using OpenCV
- Case Study
Module 5: Natural Language Processing and Speech Recognition
- Statistical NLP and text similarity
- Text Summarization
- Syntax and Parsing techniques
- Semantics and Generation
- Scikit Learn NLP imports
- Case Study
Module 6: Reinforcement Learning
- Value based methods
- Q-learning
- Policy-based methods
Projects
- Hand-Written Digit Classification using CNN (Convolutional Neural Network)
To build a model which can identify handwritten digits by classifying them. Object recognition and categorization using Convolutional Neural Network with the help of Keras and Tensorflow. - News Classification using NLP
This project guides the classification of news with the help of SUPERVISED LEARNING TEXT PRE-Processing. - Self-driving Automobiles
AI-powered automobile systems that are featured with self-driving, are yet another huge project that follows machine learning and neural network algorithms to go through its decision-making processes. It consumes and uses large amounts of data from its image recognition systems in order to function properly. So overall its primary algorithmic tasks involve object detection and object classification.
- Biometric AI-Facial Recognition
Using deep learning, Biometric Artificial Intelligence captures a person’s facial texture and facial recognition such as eye retina, nose, face shape, lips, etc. Not only is this used in the security department to identify people, but also is used for government-citizen documentation, phone unlocking, and many more times. The most commonly used AI-powered software for phone unlocking that makes your smartphones smarter are Android Basic Facial Technology, Apple Face ID and Samsung Iris Technology. - Disease Prediction Project
Owing to the fact that most people die of various Heart Diseases (HD), Researchers have used Artificial Intelligence to predict heart disease using neural networks. This system takes the help of Data Science in order to process the huge amounts of data produced in the healthcare field. This AI Project simply automates the prediction process to avoid the risk pertaining to follow it and so alerts the patient well in advance so that the necessary precautions could be taken.
Our stats
Top 50 US and Top 20 UK acceptances
Ivy League Acceptances
University of California offers
Professional Programs
%
Students secured Scholarships
You’re Next Big Question
WHY US?
Learner-centered education for all!
We aim to bring in a tailored curriculum that provides learner-centered education to all our mentees. We’re on a mission to make our learners globally proficient by helping them harness their ultimate potential.
Evaluate your growth efficiently
You get to have access to top-notch evaluation, incorporated with instructions and feedback to improvise yourself.
Learning with adaptive technology tailored to your needs
Power ahead your learning with the brand new adaptive technologies in the market
Get mentored by mentors from prestigious companies
Get access to hone your knowledge and skills by getting personalized guidance from mentors of some world-class companies.
Insight dashboards for parents/students and professionals
Get access to your personalized learning dashboard to keep track and analyze your skills and growth.
similar programs
Java
Learn right from the fundamentals to the complex Java concepts like Hashing, Stacking, Arrays, Huffman coding, etc., and become an on-demand programmer.
Digital Marketing
Learn the in and outs of digital marketing like SEO, Website Analytics, Content Creation, Branding, FB and Google Ads and you’re all set to don different hats.
Data Science
An opportunity to learn to analyse Data, perform Statistical Modelling ,understand the different Regression Techniques and apply your Data Science knowledge