This course is an advanced version of Machine Learning after your base fundamental on Machine Learning is ready. This can enhance you to go to the next level having the expertise on other key Machine Learning mechanisms/techniques. Having this course will empower you to be the first choice for the Industry.
Machine Learning Expert Course (Duration : 8 Weeks)
ABOUT THE COURSE
This course is an advanced version of Machine Learning after your base fundamental on Machine Learning is ready. This can enhance you to go to the next level having the expertise on other key Machine Learning mechanisms/techniques. Having this course will empower you to be the first choice for the Industry. The growth in terms of technology, working domains and attractive remunerations would be available.
COURSE INTENT
- Hold on Artificial Neural Network, Generation of Neural network with R
- Betterment on Neural network accuracy with hidden layers
- Knowledge on Connection weight in Neural network
- Provision of best case studies for covered subjects
Course Curriculum
Machine Learning essentials
Lecture1.1 Types of ML algorithms
Lecture1.2 Supervised and Unsupervised.
Lecture1.3 Overview of Classification
Lecture1.4 Regression and Clustering algorithms
Introduction to Machine Learning
Lecture2.1 Supervised Machine Learning algorithms
Lecture2.2 K-Nearest Neighbors (KNN) concept and application
Lecture2.3 Naive Bayes concept and application
Lecture2.4 Logistic Regression concept and application
Lecture2.5 Classification Trees concept and application Unsupervised Machine Learning algorithms Clustering with K-means concept and application
Data Processing for Machine Learning
Lecture3.1 Advanced Data Mugging
Lecture3.2 Outlier Analysis
Lecture3.3 Treating for missing values
Lecture3.4 Normalization vs Standardization of data
Machine Learning Hands on Project
Lecture4.1 Creating an application for Hiring Employee for MNC
Lecture4.2 Setting up the project with ML workflow
Lecture4.3 Data Preprocessing and statistical exploration
Lecture4.4 Building, Training and evaluation of Machine Learning Model
Lectures4.5 Packaging and deploying
Course Schedule
Course ID
Course Name
Date
Price
Sample Certificates
IABAC Certificate
AI & Machine Learning Video
Programming Languages & Tools Covered
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Manasa HG
Juniper Networks"Nearlearn is one of the best institutes for Data science and Machine learning training in Bangalore. Training sessions were very interactive. Trainer has very good subject knowledge,I am very satisfied with both Trainer & Institute."
Tushar Chorghe
GeBBS Healthcare Solutions"I would rate services provided by NearLearn as excellent because of the instructor and venue with the required discount for the course. The overall experience was very good and will surely look forward to attend many more trainings"