Diagnostic Analytics

Diagnostic analytics can assist solve questions about why things occurred. These strategies enhance basic descriptive analytics. They delve deeper beyond descriptive analytics findings to uncover the underlying causes of trends and outcomes. Key performance indicators are further explored to determine why they have improved or worsened.

Predictive Analytics

Predictive analytics can help solve future-related issues. These strategies use past data to discover trends and predict whether they will return or change. A wide range of statistical and machine learning approaches, including neural networks, decision trees, and regression, are used in predictive analytics.

Prescriptive Analytics

Prescriptive analytics provides answers to questions regarding what should be done. Data-driven decisions can be made despite uncertainty by leveraging insights from predictive analytics. Prescriptive analytics methods rely on machine learning strategies to identify patterns in massive datasets.
These forms of data analytics give organizations the insight they need to make successful and effective decisions. When combined, they provide a comprehensive picture of a company’s needs and potential.

What Is The Role Of Data Analytics?

Before we get into the data analytics courses in Kerala, let’s understand what a data analyst does. Data analysts work in the fields of information technology, statistics, and business. They combine these domains to help businesses and organizations prosper. A significant goal for data analysts is to boost efficiency and performance by identifying patterns in data.

A data analyst works with data across the data analysis process. The data analytics process is divided into four steps: data mining, data management, statistical analysis, and data display. The proportion of these phases depends on the data utilized and the purpose of the study.

Data mining is a critical stage in many data analytics jobs. This entails extracting information from unstructured data sources. These can contain textual text, enormous complicated databases, and raw sensor data.

The major components of this process are data extraction, transformation, and loading (also known as ETL). ETL transforms raw data into a usable and manageable format, preparing it for storage and analysis.

Data management, or data warehousing, is another important component of a data analyst’s responsibilities. Data warehousing involves the development and execution of databases that provide quick access to clean data. This step often includes building and managing SQL databases. Non-relational and NoSQL databases are also popular.

Statistical analysis enables analysts to extract insights from data. Statistics and machine learning approaches are used to examine data and generate statistical models that highlight trends. Such models can then be used to new data to create predictions and guide decisions.

Statistical programming languages like R and Python (with pandas) are critical to this procedure. Open-source frameworks and packages, like as TensorFlow, can allow for advanced analysis.

Several data analytics processes end with data presentation. This process prepares the findings to be conveyed to stakeholders. Data visualization is a key tool for this step. Compelling visualizations may help explain the story of data, allowing executives and managers to comprehend the significance of these findings.

Recommended Article – Data Analytics Courses in Ahmedabad

Why Is Data Analytics Important?

Data analytics has a broad range of applications. For example, examining big data can improve efficiency in a variety of businesses. Improving performance helps organizations compete in an ever-more-competitive world. Data analytics is crucial in the finance and banking sectors because it helps predict market movements and analyze risk. Credit ratings are one type of data analytics that influences customers.

The application of data analytics extends beyond increasing revenues and ROI. Data analytics can give crucial information in healthcare (health informatics), criminal prevention, and environmental protection. For example, researchers use machine learning to safeguard animals.

The application of data analytics in healthcare has become prevalent. Data analytics is transforming healthcare in a variety of ways, including predicting patient outcomes, distributing funds more efficiently, and improving diagnostic tools.

The pharmaceutical business is also utilizing machine learning. For example, drug discovery is a complicated operation with many different factors that machine learning can simplify. Pharmaceutical corporations employ data analytics to better understand the drug market and estimate sales.

The Internet of Things (IoT) is a term that is frequently used alongside machine learning. Together, these gadgets offer a fantastic potential for data analytics. Sensors on IoT devices collect important data points to help them operate.

The Nest thermostat, for example, uses movement and temperature data to adjust heating and cooling. Smart devices like these can use data to learn and predict your behavior. This will deliver intelligent home automation that adapts to your lifestyle.

Data analytics has almost unlimited applications. Every day, more and more data is generated, opening up new potential possibilities for applying data analytics to more areas of business, science, and everyday life. There couldn’t be a better time to consider joining data analytics institutes in Kerala.

Data Analytics Case Study: Healthcare

Data analytics is having a significant impact on the healthcare business. Junbo Son, a University of Delaware researcher, has developed a system that uses Bluetooth-enabled inhalers and a specialized data analytics algorithm to assist asthma patients in better self-management of their illness.

So, how does this work? First, data is acquired via a Bluetooth sensor that the user connects to their asthma inhaler. Every time the patient takes their inhaler, the sensor sends usage information to their smartphone. This data is then moved to a server and managed using the Smart Asthma Management (SAM) algorithm.

Over time, this distinctive algorithm assists in creating a picture of each patient, providing valuable insight into patient demographics, unique habits of patients (such as when they exercise and how this affects their inhaler usage), and each patient’s sensitivity to environmental asthma triggers.

This is especially important for detecting potentially unsafe increases in inhaler usage; the data-driven SAM system may detect such increases much faster than the patient can. Furthermore, the SAM system has been shown to surpass traditional models, with a percentage of false alarms that is 10-20% lower than current models, as well as a 40-50% reduced misdetection rate.

This case study demonstrates how data analytics can improve the delivery of effective, individualized healthcare. By collecting and evaluating the appropriate data, healthcare providers may provide support that is personalized to both each patient’s particular requirements and the distinct features of various health conditions—a strategy that has the potential to be life-changing and life-saving.

Here is your list of the Best Data Analytics Courses in Bangalore 

Now let’s go ahead and look into some of the data analytics institutes in Kerala.

List Of 10 Best Data Analytics Courses In Kerala With Placements

1. IIM SKILLS

IIM SKILLS was founded by Vaibhav Kakkar in 2015 and is headquartered in Delhi. They operate as a global online platform. As a result, all IIM SKILLS courses are delivered online and provide flexible learning options.

IIM SKILLS Data Analytics Course Details

Course	Duration	Fees
Data Analytics Master Course	Self Paced	INR 24900+ GST
Data Analytics Job Assist Program	6 Months	INR 49900 + GST
Data Analytics Job Guarantee Program	6 Months	INR 149900 + GST

 

Their data analytics courses in Kerala are ranked at the top for practical learning. This is a 100% hands-on course that provides a comprehensive professional learning experience.

Modules Covered:

Module Name	Important Topic
Module 1: Basic and Advance Excel	Introduction to Data Handling
	Data Manipulation Using Functions
	Data Analysis and Reporting
	Data Visualization in Excel
	Overview of Dashboards
Module 2: Visual Basic Application	Introducing VBA
	How VBA Works with Excel
	Key Components of Programming Language
	Programming Constructs in VBA
	Functions & Procedures in VBA
	Objects & Memory Management in VBA
	Error Handling
	Controlling Accessibility of Your Code
	Communicating with Your Users
Module 3: SQL	Basics RDBMS Concepts
	Utilizing the Object Explorer
	Data Based Objects Creation (DDL Commands)
	Data Manipulation (DML Commands)
	Accessing Data from Multiple Tables Using SELECT
	Optimizing Your Work
Module 3.1: SQL Server Reporting Services	Basics of SSRS
	Creating Parameters
	Understanding Visualization
	Creating Visualization Using SSRS
Module 3.2: SQL Server Integration Services	Understanding Basics of SSIS
	Understanding Packages
	Creating Packages to Integrate
	Creating Project Using SSIS
Module 4: Power BI	Introduction
	Data Preparation and Modeling
	Data Analysis Expressions (DAX)
	Reports Development (Visuals in Power BI)
Module 5: Data Analytics Using Python	Introduction to Basic Statistics
	Introduction to Mathematical Foundations
	Introduction to Analytics & Data Science
	Python Essentials (Core)
	Operations with NumPy (Numerical Python)
	Overview of Pandas
	Cleansing Data with Python
	Data Analysis Using Python
	Data Visualization with Python
	Statistical Methods & Hypothesis Testing
Module 6: Tableau	Getting Started
	Data Handling & Summaries
	Reports Development (Visuals in Tableau)
Module 7: R For Data Science	Data Importing/Exporting
	Data Manipulation
	Data Analysis
	Using R with Databases
	Data Visualization with R
	Introduction to Statistics
	Linear Regression: Solving Regression Problems
Module 8: Alteryx	Overview of the Alteryx Course and Fundamental Concepts
	Using the Select Tool to Rename Fields, Change the Data Type
	Understanding the User Environment and Alteryx Settings
	Filtering Data/Data Processing
	Blending/Joining Data from Different Sources
	Data Cleansing
	Impute Values
	Random Sample

The Data Analytics Courses consist of a 6-month live training session and an optional 2-month internship. By completing this program, students will get the necessary abilities to pursue opportunities in the field of information technology or corporate companies (such as banking, financial services, and retail) that utilize such technologies

 

This one of the best data analytics courses in Kerala is entirely refundable if you are dissatisfied with the first session. They also offer interest-free EMI payments and an additional 10% discount for group registrations.

Media Partners 

 

Contact – +919580740740, info@iimskills.com

Enquire Now

Check out our list of the Best Data Analytics Courses in Kolkata here. 

2. ICT Academy of Kerala

The ICT Academy is a premier academy offering data analytics courses in Kerala which is in collaboration with the government of Kerala. ICT Academy is one of the data analytics institutes in Kerala with a wide range of curricula that will make you industry-ready.

Course	Duration	Fees
Data Analytics Training With Excel	6 Months	INR 30000

Course Curriculum

• Introduction to Data Science
• Python Programming
• Data Visualization with Tableau
• Statistics
• Measures of Central Tendency and Dispersion
• Simple Correlation and Regression
• Data Preparation and Preprocessing
• Clustering
• Text Mining & Analysis
• Testing of Hypothesis
• Chi-Square Test, F-Distribution, ANOVA
• Probability and Data Science
• Classification
• Database Concepts and SQL
• Web Application Development

Enquire Now

Recommended Reads – Data Analytics Courses in Pune

 

3. 360DigiTMG

360DigiTMG provides one of the best data analytics courses in Kerala. This program will teach you about various data processing technologies and how to tackle complicated business problems. It will provide an overview of the various skills and technologies required in managing huge data sets using Data Analytics.

Course	Duration	Fees
Data Analytics Training	4 Months	Visit The Website

The course also includes numerous relevant case studies to help students obtain practical knowledge and handle real-world situations. Finally, it is going to prepare you for all of the job options available in the market.

Course Curriculum

• Python
• Tableau
• Power BI
• Advanced Excel
• SQL
• Google Looker Studio

Enquire Now

Here is a list of the Top Data Analytics Courses in Hyderabad

4. ACTE Academy

ACTE offers structured data analytics courses in Kerala in both online and classroom settings. During weekday and weekend sessions, they provide real-world training and assignments. ACTE is offering one of the best data analytics courses in Kerala at a low cost and with 100% placement support. It is open to students, professionals, and enterprises.

Course	Duration	Fees
Data Analytics Training	40 Hours	INR 18000

Their experts have over 12 years of combined industry experience. They offer a demo session where students can study the essentials of data analytics.

Course Curriculum

• Module 1: Descriptive Statistics
• Module 2: Inferential Statistics
• Module 3: Regression & ANOVA
• Module 4: Machine Learning
• Module 5: Regression and Classification Techniques -1
• Module 6: Regression and Classification Techniques -2
• Module 7: Challenges for Big Data Analytics
• Module 8: Prescriptive Analytics

Enquire Now

Check out Short-Term Data Analytics Courses With Certifications

5. IPSR Academy

Data analytics and interpretation are critical in business since they facilitate and perfect the decision-making process. Data is currently the world’s most expensive fuel. The demand and scope for people with knowledge in Data Analysis will always be strong as the number of ‘Data to be processed’ in the world develops rapidly, according to the current scenario.

Course	Duration	Fees
Professional Data Analytics Training	Visit The Website	Visit The Website

Keeping this in mind IPSR Academy is offering data analytics courses in Kerala. Throughout this course, you will be provided with expert training and instructor support, hands-on lab work, task-based assessments, access to a Learning Management System and on-demand analytical tools, and finally guaranteed placement support.

Course Curriculum

• Excel Spreadsheet
• Data Wrangling
• DataViz
• Web Scraping
• Data Collecting
• Report Generation
• Dashboards
• Data Ethics
• SQL
• Tableau
• Power BI Desktop
• Python

Enquire Now

Learn All About Data Analytics vs Artificial Intelligence

 

6. IGMGURU

IGMGuru offers data analytics courses in Kerala as a part of their Data Science with Python course. It is meant to help you get the knowledge and abilities needed to conduct data analytics with Python.

Course	Duration	Fees
DataSphere Training Certification	30 Hours	INR 20K-60K

This course covers all of the essential techniques and concepts that are required. Upon successfully finishing this data analytics training program in Kerala, you are going to be able to showcase your expertise in data analysis, gain credibility, and pursue a job as a Data Analyst.

Course Curriculum

• Data Science Overview
• Data Analytics Overview
• Statistical Analysis and Business Applications
• Python: Environment Setup and Essentials
• Mathematical Computing with Python (NumPy)
• Scientific computing with Python (Scipy)
• Data Manipulation with Python (Pandas)
• Machine Learning with Python (Scikit-Learn)
• Natural Language Processing with Scikit-Learn
• Data Visualization in Python using matplotlib
• Data Science with Python Web Scraping

Enquire Now

Here is your go-to on Data Analytics For Beginners

7. Simplilearn

SimpliLearn is a successful online platform that offers data analytics courses in Kerala. The Data Analyst course was developed in conjunction with IBM. This course will teach you all of the newest analytics tools and methodologies, preparing you to be industry-ready for leading data analyst positions.

Course	Duration	Fees
Data Analytics Certification	11 Months	INR 57000

The data analytics training program in Kerala is offered in both live instructor-led online sessions and self-paced study videos. Academic knowledge, together with actual assignments, will prepare you for the profession of data analyst.

Course Curriculum

• Business Analytics with Excel
• SQL
• Programming Basics and Data Analytics with Python
• R programming for Data Science
• Data Analytics with R
• Tableau Training
• Data Analyst Masters Capstone
• PowerBI
• Industry Master Class- Data Analytics

Enquire Now

Recommended Read – Data Analytics Courses In Chennai 

 

8. Edureka

Edureka provides some of the highest-quality Data Analytics courses in Kerala. The program was produced in partnership with E&ICT Academy, IIT Guwahati, and Edureka. This Advanced Certificate Program in Data Science and AI has been designed by industry experts making it one of the best data analytics institutes in Kerala.

Course	Duration	Fees
Data Science And Analytics With Python	6 Weeks	INR 21995

They provide hands-on experience and practical knowledge of the field, which will allow you to obtain a thorough understanding of analytics ideas and AI. After this course, you are going to become a highly competent professional capable of obtaining high-paying positions in data science and artificial intelligence.

Course Curriculum For Their Data Analytics Courses in Kerala:

• Python for Data Science and AI
• Predictive Analytics
• Machine Learning
• Mid Program Project
• Machine Learning on Cloud
• Natural Language Processing
• Deep Learning
• Data Warehousing and Big Data Storage
• Data Visualization using Tableau
• Capstone Project

Enquire Now

9. Udemy

Udemy is a leading provider of data analytics courses in Kerala. Udemy provides students with the foundational knowledge and skills to analyze, interpret, and visualize data to become consummate data analysts.

Course	Duration	Fees
Data Analysis With Panda And Python	Self-Paced	INR 599 (Flexible)
Data Analyst Bootcamp	Self-Paced	INR 499 (Flexible)
Data Analytics With Tableau	Self-Paced	INR 599 (Flexible)

The courses cover an introduction to core concepts, such as data types, collection methods, and the significance of data in decision-making processes. You get lifetime access to the content and also updates from the mentors. Yiu can reach out with doubts. you can also create notes within the udemy application itself.

Enquire Now

10. Digital University Kerala 

Last but not least, Digital University Kerala offers a comprehensive data analytics program designed to equip students with the skills necessary to analyze and interpret complex data sets. The curriculum covers a range of topics, including data collection methods, statistical analysis, data visualization, and the use of tools such as Python, R, and SQL.

Course	Duration	Fees
MSC. in Data Analytics	2 Years	INR 210000

As the course progresses, you learn advanced topics like data visualization, predictive analytics, and machine learning. You gain hands-on experience with visualization tools such as Tableau or Power BI.

You also learn to create dashboards and reports that communicate findings effectively. Many courses incorporate real-world projects or case studies, enabling students to apply their skills to practical assignments and projects.

Enquire Now

 

Recommended Read – Data Analytics Courses in Gurgaon 

Frequently Asked Questions

Q. What are the advantages of earning a Data Analytics Certification?

Becoming a data analyst offers numerous benefits, including professional growth, higher compensation, more job opportunities, and the potential to stay up to date with new technologies. You will also have the opportunity to be employed by several huge corporations.

Q. Why should I enroll in data analytics courses in Kerala?

Here are some reasons why you ought to enroll in data analytics courses. The data analytics sector is expanding at a 33.5 percent annualized growth rate (CAGR). After ten years, the Data Analytics Industry is expected to be valued at $20 billion, with Big Data and AI technologies accounting for around 30% of the new income. This is a great time to be considering joining the data analytics institutes in Kerala.

Q. What are the roles and duties of a Data Analyst?

The primary duties of a data analyst are to gather, clean, organize, process, and analyze data from various sources to gain valuable insights and information. Identify new data sources and develop strategies for improved data extraction, analysis, and reporting.

Conclusion

For years, Big Data and related techniques have been used to analyze vast volumes of data in search of hidden patterns, associations, and other findings. Many data professionals hold degrees in computer science, statistics, or other related fields. Earning a certificate from the data analytics institutes in Kerala is an excellent investment because it will help you develop the data skills that employers are constantly seeking.

This will boost your prospects of progression at your current employment, resulting in increased income. From our list of data analytics courses in Kerala, you can select a program that is best suited for you and get started on your journey as a data analyst.