Discontinued (Sep 2024)- Certificate course in Data Science and Machine Learning offered by NIELIT Calicut
4.8 /5- Public/Government Institute
- Estd. 1989
Discontinued (Sep 2024)- Certificate course in Data Science and Machine Learning at NIELIT Calicut Overview
Duration | 6 weeks |
Mode of learning | Online |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
- Student Reviews
Discontinued (Sep 2024)- Certificate course in Data Science and Machine Learning at NIELIT Calicut Highlights
- After Successful completion of the course, examination will be conducted and accordingly Certificate will be issued
Discontinued (Sep 2024)- Certificate course in Data Science and Machine Learning at NIELIT Calicut Course details
- Students can able to develop Programming Skills Required for Machine Learning
- Students can able to learn to Analyse and Process the Data
- Students can able to learn to use Data Analytics tools: Numpy, Panda for various applications
- Students can able to learn to use Machine learning tool Scikit - Learn for various applications
- Students can able to develop expertise in implementation of ML algorithm using Python
- Machine learning technology is used to add wisdom for progressively increasing amount of data
- The use of ML and Data Science analysis offers better insight into how to execute and operate
- ML will help to automate many back-office functions efficiently for reliable transactions and service delivery
- This course will offer required skills and hands-on experience in ML to candidate and professionals; this will increase the employability opportunity for candidate and bridge the gap of Skilled Human requirement for Industry
Discontinued (Sep 2024)- Certificate course in Data Science and Machine Learning at NIELIT Calicut Curriculum
Module 1: Python Programming
An Introduction to Python
Beginning Python Basics
Python Program Flow
Functions& Modules
Exceptions Handling
File Handling
Classes in Python
Module 2: Data Science and Analytics
An Introduction to Data Science and Analytics
Data Analysis Using NumPy
Data Analysis Using Pandas
Data Visualization – Pandas, Matplotlib, Seaborne, Plotly and Cufflinks
Module 3: Statistical Learning
Descriptive & Inferential Statistics,
Probability Concept: Marginal, Joint & Conditional Probability, Bayes Theorem
Probability Distributions,
Entropy &Information Gain,
Regression & Correlation,
Confusion Matrix, Bias & Variance
Module 4: Machine Learning
Introduction to Machine Learning
Linear Regression
Logistic Regression
K-Means Clustering
Decision Tree
Random Forest
K-Nearest Neighbours
Support Vector Machine
Naive Bayes
Case Studies / Project
Covid-19 data Analysis
Predictive Analysis for Housing Prices
E-Commerce Business Strategy based on user behavior
Numerical Digit Image Classification using Regression Algorithm
Kaggle’s Titanic Survival
Implementation of Spam filtering messages for Mails
Machine Learning for Medical Diagnosis (Diabetic and Cancer)
ML for Banking Application
Other courses offered by NIELIT Calicut
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Discontinued (Sep 2024)- Certificate course in Data Science and Machine Learning at NIELIT Calicut Contact Information
Post Box No. 5, P. O. NIT Campus
Calicut ( Kerala)
(For general query)
(For admission query)
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