Education Analytics Certification Course

Name: Education Analytics Course | Education Analytics Training - 360DigiTMG
Brand: 360DigiTMG
Rating: 4.9 (2024 reviews)

Education has always been paramount in both developing and developed countries and every year nations come up with different pilot strategies to improve education quality. With the advent of Data Analytics into the education system, it has become possible for Education Analysts to understand, plan and implement goal-oriented strategies for better educational practices. Predictive Analytics is by far the best thing that has happened to the education domain and is expected to make great changes in the coming future.

Education Analytics

Program Cost

INR 12,000/-

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Overview of Education Analytics Course

The methodologies and processes supporting data analytics in the educational sector have been leading to systems such as Learning Analytics (LA), Academic Analytics (AA), and Educational Data Mining (EDM), where the outcome of any of these systems could become the input of another educational system.

Education Analytics Course Training Learning Outcomes

Education Analytics is a special branch of Data Analytics that involves using student-related data with analytical tools to improve students' performance.
The Certification Program in Education Analytics is a sui generis attempt to blend analytics solutions for better teaching practices and the development of new strategies for efficient academic results. Specifically designed to suit the education professionals and data professionals who wish to understand the application of Big Data Analytics, Machine Learning, Neural Networks, and Deep Learning to Education industry data. Our Education Analytics course is meant for professionals from the Education domain as it provides a comprehensive picture of how Data Science and Artificial Intelligence can be leveraged to increase the efficiency of teaching practices and strategies. Understanding the applications of Data Science, Machine Learning to insurance will be the prime objective of this content-rich program.

Work with various information sources
Analyse structured and unstructured data using different tools and techniques
Develop an understanding of descriptive and predictive analytics
Apply data-driven, machine learning approaches for HR functions such as attrition prediction
Understanding how surveys work and perform analytics on them
Use ML techniques to create a personalized experience for employees
Use data visualisation concepts to represent data for easy understanding

Education Analytics Course Modules

The digital world is built on the walls of data and Education Analytics course is peering into the future. Put simply, Education Analytics is bringing in all the data and combining it to provide strategic as well as predictive insights that can be used to improve one’s business strategy. In this module on Education Analytics course, you will learn about the various systems and models of Education Analytics course and how Machine Learning is helping to predict employee turnover. You will learn about the various techniques used during the screening and recruiting of candidates. This module also throws light on how the employee performance can be predicted through analysis and designing appropriate surveys. You will also learn how Deep Learning is mining the emotional state of the workforce. Along with the various advanced Education Analytics techniques, you will also learn regarding Data Privacy and Security.

1. Applications in Education Data Analytics

Education Data
Methodologies and Processes Supporting Education Data Analytics
Applications of Data Analytics in Education Industry
Education Data Analytics Market Analysis

2. CRISP-ML(Q) in Education Data Analytics

Stages of Education Data Analytics
Data Mining in Education Data Analytics

3. EDA and Data Preprocessing in Education Data Analytics

EDA in Education Data Analytics
Data Preprocessing in Education Data Analytics

4. Unsupervised Learning (K-means Clustering)

K-means Clustering in Education Data Analytics
Use case: Market Segment Analysis of Ed-Tech Sector using K-means Clustering Algorithm

5. Supervised Learning (K-Nearest Neighbours)

K-Nearest Neighbours in Education Data Analytics
Use case: Private and Public Universities Classification using KNN Algorithm

6. Supervised Learning (Decision Tree)

Decision Tree Model in Education Data Analytics
Use case: Student Classification Based on their Academic Performance using Decision Tree Algorithm

7. Supervised Learning (Regression Model)

Regression Model in Education Data Analytics
Use case: Impacts of Covid-19 on Digital Learning using Multi Linear Regression

8. Supervised Learning (Multi-Layer Perceptron)

Multi-Layer Perceptron Model in Oil and Gas Analytics
Use case: Prediction of Students Placement on Campus Recruitment Data using ANN

Tools Covered

GenAI assistants and models

ChatGPT
Claude
Gemini
Llama
Perplexity

AI-assisted and vibe coding

GitHub Copilot
Cursor
Claude Code
Replit

Agentic AI frameworks

LangChain
Hugging Face
Ollama

Zero-code AI automation

n8n
Zapier
Make

Deploy and MLOps

MLflow
Streamlit
Docker
Databricks
AWS
Google Cloud

Trends in Education Analytics Course

The Education and Learning Analytics market is estimated to stretch $36.59 Billion by 2029, at a CAGR of 23.8% during the Forecast Period of 2022–2029.

How we prepare you

Get Quiz Questions and Use Cases
Live Free Webinars
Resume and LinkedIn Review Sessions
Lifetime LMS Access
24/7 Support
Job Assistance in Education Analytics Fields
Complimentary Courses
Unlimited Mock Interview and Quiz Session
Hands-on Experience in Live Projects
Offline Hiring Events

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+91 9989994319

You'll get access to your program on this email.

You will get updates on your WhatsApp.

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Certificate

Earn a Education Analytics Course certificate and demonstrate your commitment to the profession. Use it to distinguish yourself in the job market, get recognised at the workplace and boost your confidence. The Data Science in Education Analytics Course Certificate is your passport to an accelerated career path.

Education Analytics certification course - 360digitmg

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Alumni Speak

"The training was organised properly, and our instructor was extremely conceptually sound. I enjoyed the interview preparation, and 360DigiTMG is to credit for my successful placement.”

"Although data sciences is a complex field, the course made it seem quite straightforward to me. This course's readings and tests were fantastic. This teacher was really beneficial. This university offers a wealth of information."

"The course's material and infrastructure are reliable. The majority of the time, they keep an eye on us. They actually assisted me in getting a job. I appreciated their help with placement. Excellent institution.”

"Numerous advantages of the course. Thank you especially to my mentors. It feels wonderful to finally get to work.”

"Excellent team and a good atmosphere. They truly did lead the way for me right away. My mentors are wonderful. The training materials are top-notch.”

"The instructors improved the sessions' interactivity and communicated well. The course has been fantastic.”

"The instructors went above and beyond to allay our fears. They assigned us an enormous amount of work, including one very difficult live project. great location for studying.”

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FAQs for Education Analytics Training Program

What if I miss a session at a classroom?

If you miss a class, we will arrange for a recording of the session. You can then access it through the online Learning Management System.

Do you provide videos of classroom sessions? How can I access them?

Each classroom session is recorded on video and stored in our Learning Management System AISPRY. You will be assigned a dedicated login to AISPRY. You can access the video sessions from AISPRY.

Will I get assignments after completing the classroom session?

After you have completed the classroom sessions, you will receive assignments through the online Learning Management System that you can access at your convenience. You will need to complete the assignments in order to obtain your data scientist certificate.

Will you provide me with a mentor?

We assign mentors to each student in this program. Additionally, during the mentorship session, if the mentor feels that you require additional assistance, you may be referred to another mentor or trainer.

How long is this certification valid?

This Certificate is valid lifelong. 360DigiTMG has a pay once repeat many times offer on this course. You pay once for the course and can repeat it many times in the future for free. This helps you adapt to technological changes and software updates in the course of your career.

Jobs in the field of Analytics

The field of educational analytics offers a variety of job opportunities, including positions such as educational data analyst, institutional researcher, assessment specialist, curriculum and instruction specialist, and educational technology specialist. These professionals work in educational institutions at various levels, including K-12 schools, colleges, and universities.

Salaries for Analytics Experts

An educational data analyst can work in various roles such as data analyst, research analyst, assessment analyst, institutional research analyst, etc. and can earn an average salary of 4,85,000 lakhs per annum in India.

Analytics Course Projects

Working on live projects is a great way to gain hands-on experience in educational analytics. Some potential project ideas include analyzing student performance data to improve academic outcomes, developing a predictive model for student retention, or using data analytics to optimize resource allocation and budgeting.

Role of Open Source Tools in Analytics

Programmers prefer open source tools because it helps them modify or improve upon the code. Many organizations have adopted tools of Analytics in a big way as they help them to analyze and visualize massive sets of Data. In this program, you will be exploring tools like R, RStudio, and Python.

Modes of Training for Analytics Course

The course in India is designed to suit the needs of students as well as working professionals. We at 360DigiTMG give our students the option of both classroom and online learning. We also support e-learning as part of our curriculum.

Industry Application of Analytics Course

Analytics is increasingly becoming an important tool for educational institutions to measure performance, analyze student data, and enhance the learning experience. The applications of analytics in education include predicting student performance, identifying at-risk students, improving student engagement, and enhancing instructional strategies. With the help of educational analytics, institutions can optimize their resources, improve retention rates, and provide personalized learning experiences to students.

Companies That Trust Us

360DigiTMG offers customised corporate training programmes that suit the industry-specific needs of each company. Engage with us to design continuous learning programmes and skill development roadmaps for your employees. Together, let’s create a future-ready workforce that will enhance the competitiveness of your business.

Student Voices

4.8

5 Stars

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1 Stars

Sunil Kumar Behera

3 years ago

I've reached a major milestone in my Data Analytics internship with 360DigiTMG. With guidance from experienced mentors, they’ve really helped me get closer to reaching my goals. Embrace the valuable knowledge and skills gained and continue leveraging this opportunity to excel in the dynamic field of data analytics.

Balu Malli Reddy

3 years ago

I'm Sai Manikanta, delighted to share my internship journey at 360DigiTMG. This internship has been a great opportunity for me to expand my limits and gain new skills. Diverse activities provided profound insights, shaping a promising future. Grateful for this opportunity, I eagerly anticipate forthcoming outcomes.

Manu R

3 years ago

The data analytics program was truly outstanding! The meticulously structured classes and enthusiastic instructors made learning both enjoyable and engaging. With this extensive knowledge at my disposal, I am not only confident but also eager to make significant strides in the field of data analytics.

J Vivek

3 years ago

One of the best institutes for training in Hyderabad. I am done with the Data science and Machine Learning course here. Trainers are highly educational and instructive. Invaluable experience gained through live projects, enhancing technical familiarity. Additional value provided through helpful working sessions further enriches the learning journey.

Kattamuri Mallikarjuna Rao

3 years ago

The teacher and staff are highly skilled at their jobs. They teach in a way that's easy to understand and interesting. They know a lot about the subject, so learning from them is great. The teacher plans everything well and explains hard stuff with lots of examples using Excel.

Mounika Devalamkadi

3 years ago

It was a wonderful experience for me as an intern to work in 360digitmg. This internship had made me become an expert in the field of data analytics which had greatly motivated me and Working with real-time datasets provided invaluable experience, enhancing my skills significantly.

Kanishta Pal

3 years ago

It was an awesome experience at 360Digitmg, offering the best resources and fostering excellent interaction. Working on real-life projects under expert supervision provided invaluable learning opportunities. Overall, it was a highly rewarding learning experience that contributed significantly to my growth and career advancement.

Gani Ganesh

3 years ago

I found a great coaching institute in Chennai for data-related courses. I completed a successful data analytics program there. The trainers were skilled and supportive, especially Vijay, who made learning Python easy. Thanks to him and 360DigiTMG. I also learned Data Analytics with SQL, Tableau, and Excel.

Balasubramanian Siddnipalli

3 years ago

360DigiTMG institute offers an exceptional learning experience, excelling in data science and machine learning. Despite lacking coding background, tutors ensured effective learning, making concepts easily understandable. Tutorial sessions covered job interview prep and case studies, with Mind maps boosting confidence. Highly recommend this Bangalore institute for data-related courses.

MD Kaif Khan

3 years ago

Excited for upcoming internships, confident in my improved skills from the program. Explored new territories and gained invaluable experience. Ready to apply newfound knowledge and continue growing in future opportunities. Grateful for the journey so far, eager for what's ahead.

Rohith Reddy

3 years ago

360DigiTMG institute offers one place where the course curriculum is so good and teacher training, equipping students with skills for their dream job. Grateful for the internship experience, including live projects, resume building, presentation practice, and interview preparation sessions. Enhanced confidence for future interviews. Thank you, 360DigiTMG, for the invaluable learning journey.

Janu Reddy

3 years ago

The data analytics with python course in the best coaching centre in Chennai. Finished the course well and worked on practical tasks. This helped me build my professional experience. By participating in interview preparation and project presentation sessions, I realized that I could present myself confidently to an interview.

Sai Abhilash

3 years ago

During my internship at 360DigiTMG, I gained invaluable experience, expanding my knowledge significantly. The opportunity provided a rich learning environment, fostering personal and professional growth. Grateful for the wonderful experience and the skills acquired, which will undoubtedly shape my future endeavours.

Anji Ranjith

3 years ago

Great institute! Exceptional learning experience, especially in data science and machine learning. Tutors adeptly simplified complex concepts despite my coding limitations. Varied tutorial sessions prepared us for job interviews with insightful case studies. Mind maps boosted confidence. Highly recommend this Bangalore-based institute for data-related courses.

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Education Analytics Course

455 Reviews

2024 Learners

Academic Partners & International Accreditations

Education Analytics

Program Cost

Overview of Education Analytics Course

Education Analytics Course Training Learning Outcomes

Tools Covered

How we prepare you

FAQs for Education Analytics Training Program

Jobs in the field of Analytics

Salaries for Analytics Experts

Analytics Course Projects

Role of Open Source Tools in Analytics

Modes of Training for Analytics Course

Industry Application of Analytics Course

Sunil Kumar Behera

Balu Malli Reddy

Manu R

J Vivek

Kattamuri Mallikarjuna Rao

Mounika Devalamkadi

Kanishta Pal

Gani Ganesh

Balasubramanian Siddnipalli

MD Kaif Khan

Rohith Reddy

Janu Reddy

Sai Abhilash

Anji Ranjith

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