Artificial Intelligence
PGP / Certification
Artificial Intelligence and Machine Learning is fastest growing technology, which is bound to help all the industries in some way or other. AI and ML adoption by different sectors, is creating a huge job demand for skilled AI and ML graduates.
Learn from the best Artificial Intelligence institute in Mumbai. Shape your future as an Artificial Intelligence expert with this in depth Artificial Intelligence course. Empower yourself with the Artificial Intelligence courses taught by industry experts and data scientist. Get Artificial Intelligence Course in Mumbai
Course Description
Artificial Intelligence course will cover many avenues of Artificial Intelligence and Machine Learning. It is weekend course extending up to six months. Course covers all parts of the Artificial Intelligence and Machine Learning and focuses on data from different industries, including financial market data, as this has time stamp along with the price data and is enormous in size, giving student an opportunity to work on huge data and making them confident of their skill in future .
Students will also have to work on Capstone project which will enhance there skills in multiple ways,we also provide other programs such as Hackathon. You can also check out our other Courses here.
What will you learn
Basics
- Introduction to Python
- Basics of Python.
- Libraries: Pandas & Numpy.
- Statistical Analysis with Python.
Machine Learning
- Linear Regression.
- Gradient descent.
- Error metrics in regression and classification
- Logistic Regression.
- Decision Tree.
- Random Forest
- Time Series Analysis.
- K-Nearest Neighbour
- K-Means
Natural Language Programing. NLP
- Text pre-processing stop words removal, Syntax and Semantics.
- Tokenization, Stemming, Lammetiazation,Parts of Speech Tagging.
- Bag of Words Model, Name Entity Recognition, Text Parsing, Sentiment Analysis.
- Topic Modelling.
- Word Embedding-Word2Vec (Cbow & Skip gram), Count Vectorizer, TF-IDF.
AI & Neural Networks
- Perceptron, Artificial Neural Network Forward and backward propagation Information Flow In ANN.
- Training Neural Network.
- Recurrent Neural Network
- LSTM
- Convolution Neural Network
Other Programs
- Hackathon
- Test
- Certificate
Capstone Project
What set us apart?
Hackathon
Problem solving and participation in national level Hackathon.
GEN Language
Intoduction to GEN-Probabilistic programming languages(PPL).
Convinent Learning Schedule
Artificial Intelligence course will extensively cover AI in-depth concepts. This course will cover many avenues of Artificial Intelligence. It is a weekend course extending up to three months.In Stat Institute,we focus on flexible learning environments and address each elements of the learning and also how we use time more conveniently throughout the day.
Convenient Online sessions(Live classroom)
Offline classroom sessions
Who can take this course
Students
Analysts
Researcher's
Traders/Investors
Employees Working in any Industry
Businessmen/Businesswomen
Still Have Questions?
Course Information
Course Instructor
PGP in Artificial Intelligence
6 Months
