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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery	Frequency Of Classes
English	Self Study, Virtual Classroom, Campus Based/Physical Classroom	Video and Text Based	Weekends

Course Overview

Data science and machine learning are very crucial in the current data-driven world and proved to be key tools in making business decisions and designing business strategies. Thus, there is a huge demand for data scientists with deep knowledge and intensive training. Learn applied data science and machine learning through the IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning 01 which is offered by TimesPro in collaboration with IIM Kozhikode.

The 12-month professional certificate in applied data science and machine learning will provide the graduates with a thorough understanding of data science and machine learning and enable them to start a career as applied data scientists. IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning 01 training will enlighten you on important software, visualisation platforms and social media analytics.

The certificate programme on applied data science and machine learning will also provide you with practical training in using tools and techniques of data science in real-life business contexts. IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning 01 by TimesPro is happening on Sundays from 12:15 p.m. to 03:15 p.m. The classes will be conducted in a blended mode.

The Highlights

12 Month Long Course
Offered by IIM Kozhikode & TimesPro
Blended Mode
Sunday Classes
Professional Certification

Programme Offerings

Capstone Project
Real-life Data Exposure
Simulation-based pedagogy
2-day Campus Immersion Module
IIM Kozhikode Executive Alumni status
IIM Kozhikode Certification

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	IIM Kozhikode

The candidates are required to pay the IIM Kozhikode Professional Certificate Programme In Applied Data Science And Machine Learning 01 fee of Rs. 2,15,000 to complete the program. The fee can be paid in 4 different installments during the program. However, the processing fee will not be refunded if the candidate rejects the admission offers by the institution or the application is rejected submission of incomplete documents and/or providing incomplete information and/or eligibility criteria not being fulfilled.

Course Fee

Name of the Programme	Fee in INR
Professional Certificate Programme In Applied Data Science And Machine Learning 01	Rs. 2,15,000 + GST

Eligibility Criteria

Academic Qualifications

Bachelor’s Degree (10+2+3 or 10+2+4)/Diploma (10+2+3) from one of the recognised universities.

Work Experience

Minimum 3 years of full-time work experience after the qualifying education. However, the training and internships will not be considered full-time experience.

Certification Qualifying Details

To get certified with the IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning 01 online course, the learners are required to complete the course procedures including the evaluation, and to get the needed percentage of attendance (75%). The evaluation includes online exams, case analysis, class contribution and individual/group assignments and/or projects. The candidates who met both the evaluation criteria and attendance criteria will be provided with a Certificate of Completion whereas those who could not meet the evaluation criteria and cleared the attendance parameters will be offered a ‘Participation Certificate’.

What you will learn

Machine learningData science knowledge

IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning 01 syllabus will enable you to:

To be proficient in the most potent software such as R, Python, NodeXL, Tableau, Power, BGephi, LIWC and the like.
To get expertise in techniques and tools of data science, visualisation, and machine learning to attain the practical knowledge of applying them in real-world business scenarios.

Who it is for

Data AnalystData ScientistBusiness Analyst

IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning 01 Classes can be taken by managers, data scientists, team leads, and senior associates who want to upskill their analytical skills. It also can be pursued by business analysts and data analysts who want to explore the field of data science.

Admission Details

To enrol in the IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning 01 course, the candidate can follow these steps:

Step 1- Browse the official URL - https://executive.timespro.com/course/technology-and-analytics/iim-kozhikode-professional-certificate-programme-in-applied-data-science-and-machine-learning-01/

Step 2- Click the option ‘Apply Now’ and start the online application by providing the needed information.

Step 3- Make an online payment of Rs 17,700 and submit the online application.

Application Details

The online application for the professional certificate in applied data science and machine learning will ask you to provide basic information about yourself including your name, email id, mobile number, country and state.

The Syllabus

Understanding Data Science
Introduction to Data Analytics Using R and Python
Understanding Data Structures
Prepare the Data for ML Algorithms

Basics of Statistics
Exploratory Data Analysis
Inferential Statistics
Hypothesis Testing and Evaluation

Basics to Advanced Data Visualisation Using R and Tableau
Storytelling with Data
Discover and Visualise Data to Gain Insights
Designing Business Dashboards

Understanding ML landscape
Types of ML
Challenges of ML Implementation
Hyperparameter Turning in ML
Implementation of ML Projects

Prepare the Data for ML Implementation
Supervised ML Models
Linear Regression
Regularised Regression (Ridge, Lasso, and Elastic Net Regression)
Decision Tree for Regression Problems
Ensemble Models for Regression Problems
ML Algorithms for Classification
Logistic Regression
Support Vector Machine (SVM)
KNN Algorithm
Decision Tree for Classification Problem
Random Forest for Classification Problem
Boosting for Classification (ADA boost, Gradient, and XG-Boost

Clustering Algorithm (Hierarchical and K-means Clustering)
DBSCAN
RFM Analysis
Association Rule Mining and Recommendation System
Dimensionality Reduction Using PCA

Artificial Neural Networks
Deep Learning: Backpropagation
RNN
CNN

Social Network Analysis (SNA)
Advanced SNA
Text Analytics
Introducing NodeXL
Gephi
LIWC for Analysing Social Media Data

Capstone/Final Project

Instructors

IIM Kozhikode Frequently Asked Questions (FAQ's)

1: What are the selection criteria for the IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning 01 online course?

The selection criteria of the candidates will be based on their qualifications of the candidates. The candidates must have completed a Degree (10+2+3 or 10+2+4) or Diploma (10+2+3). Yet, the final selection is in the prerogative of IIM Kozhikode.

2: What is the pedagogy of the IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning 01 online course?

The pedagogy of the online programme includes lectures, live corporate examples, general discussions, case studies, simulation, experience sharing and the like.

3: Which ed-tech company is offering the professional certificate programme on applied data science and machine learning?

The professional certificate course is offered by TimesPro which is the ed-tech platform of the Times Group.

4: The certificate programme is offered in the mode of?

The programme is offered in the blended mode. It is delivered in the state-of-the-art Interactive Learning (IL) and BCCL technology platform and the student can attend it on their Desktop, Laptop, Tablet, or Smartphone.

5: Who are the programme directors of the professional certificate on applied data science and machine learning?

The programme directors of the certification course are Prof. Sreejesh S and Prof. Satish Krishnan who has facilities at IIM Kozhikode.