ACTUAL PRICE: Rs. 1,06,375.00
DISCOUNTED PRICE: Rs. 45,425.00
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Machine Learning Specialist Course by JIGSAW ACADEMY
This specialization will prepare you for the role of a Machine learning specialist. It gives a brief idea of mathematical preliminaries, and gives an introduction to R programming language, which is popular language to do machine learning. Concepts of linear and logistic regression are introduced with examples. Then algorithms like Naive-Bayesian, kNN, decision trees, random forests, and support vector machines are introduced. Enough time is spent on understanding the concept behind each algorithm and examples and case studies are provided.
This Machine Learning Specialist course is divided into following modules:
Module 1: Data Science with R
- An Overview of Analytics and Data Science
- Business Statistics and Application
- An Introduction to R
- Predictive Models and Machine Learning
- Putting the Jigsaw Together
Module 2: Introduction to Machine Learning
- Regression Algorithms
- Classifiers: Bayesian and kNN
- Tree Based Algorithms
- SVM and Improving Performance
Module 3: Random Forest
- Single Decision Tree
- Rise of Ensemble Method
- Hands-on Session in R on Business Cases
Module 4: General Boosting & Bagging
- Decision Tree Ensembles: Bagging and Boosting
- Case Study: Analysis of Credit Data
- Case Study: The Titanic Accident
- Case Study: Comparing Alogrithms
Module 5: Support Vector Machines
- Introduction to Support Vector Machines
Module 6: Neural Networks
- Introduction to Artificial Neural Networks
- A Detailed Look at Neural Networks
- Demo Sessions
Module 7: Text Mining with R
- Introduction to Text Mining
- TM Packages in R
- Regular Expressions
- Sentiment Analysis
- Topic Modelling
- Network Analysis
Students typically finish this in 17 weeks when they study 10 hours/week
Actual Fee: Rs. 1,06,375.00
Discounted Price: Rs. 45,425.00
Pre-recorded video lectures
You get to view 100 hours of pre-recorded video lectures & 64 hours of pre-recorded classroom training, as many times as you wish to.
Jigsaw Learning Centre
Gain free access to a variety of supplemental resources like handouts, reference material, guides, lecture transcripts and student forums – for a period of 18 months.
Get your doubts solved by the Jigsaw Faculty via email, phone or chat – for a period of 18 months.
2 hours of sessions every month, conducted by analytics mentors to resolve your questions and doubts.
Access to a cloud-based solution, for hands-on experience with real-life business data using the latest analytical tools – for a period of 12 months.
Avail professional guidance on resume building, interview preparation and identification of relevant opportunities, for the analytics field.
After completing this specialization, you would have acquired skills in Machine Learning and you would be thoroughly ready for the promising Machine Learning job market.Enquire about Course