Machine Learning is simply making a computer perform a task without explicitly programming it. In today’s world every system that does well has a machine learning algorithm at its heart. Take for example Google Search engine, Amazon Product recommendations, LinkedIn, Facebook etc. All these systems have machine learning algorithms embedded in their systems in one form of the other. They are efficiently utilizing data collected from various channels which helps them get a bigger picture of what they are doing and what they should do.
This course provides learners the best combination of theory and practical aspects of machine learning along with relevant case studies, making it a crisp and hands-on programme.
Why Ivy
IVY is ranked in the top 10 institutes for Big data and Analytics schools in the country (Analytics India magazine, 2014 ranking). We are the official training partners of companies like Cap Gemini, Genpact, HSBC, Cognizant, eBay/Paypal etc and more than 60 Analytics companies recruit from us. Our prized faculty are associated with esteemed organizations like ISI, IIM’s IIT and US universities.
Course Outline
Module I: Basic Python and Linear Regression
- Basic python and environment,Pandas,Matplotlib
- Linear Regression
Module II: Classification and Parallel Computing
- Logistic Regression
- Probability and Bayes Theorem
- Parallel Computing [Parallel/Distributed Computing/Multithreading]
Module III: Clustering and Decision Trees
- Clustering
- Decision Tree and random Forest
Module IV: Unsupervised Learning and SVM
- Unstructured Text
- Support Vector Machine
Module V: Deep Learning
- Neural Network
- Convolution Neural Network (Keras) – Image Classification
- Recurrent Neural Network with LSTM – Build a chatbot
Course Duration
Course Duration – 30 hours
Course Fee
INR 24,900 plus taxes
Detailed course brochure.
Eligibility
Under-grad or Post-grad in Maths/ Stats/ Economics/ Commerce/ Finance
MBA Students (All Streams)
3rd and Final Year B.E./ B.Tech
Banking/ Finance/ IT/ KPO Working Professional
Software professionals with ETL/Programming background
Projects
Forest fires dataset
Predict Rossman Sales
Titanic Survival Analysis
Spelling Corrector (Google)
Image Compression and Face Detection
BNP Paribas Claims Management
Amazon Sentiment Classifier
Enquire / Enroll for the course
Launch Your Global Analytics Career with IVY
Why Analytics?
As organisations and SMEs become increasingly data-driven, there arises the need to make sense of all that data and convert it into meaningful insights. In a competitive environment, analytics becomes the driving force that facilitates decision making – to leverage the insight for innovative strategies as well as for an effective ROI on investment.
