Learn applied data science and machine learning from IIM Kozhikode and build a bright career as a data scientist through the professional certificate course.
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 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 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 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 candidates are required to pay the IIM Kozhikode Professional Certificate Programme In Applied Data Science And Machine Learning 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
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 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 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.
IIM Kozhikode Professional Certificate Programme in Applied Data Science and Machine Learning 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 course, the candidate can follow these steps:
Step 1- Browse the official URL - https://timespro.com/executive-education/iim-kozhikode-professional-certificate-programme-in-applied-data-science-and-machine-learning
Step 2- Click the option ‘Apply Now’ and start the online application by providing the needed information.
Step 3- Make an online payment 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)