Professional Certificate in
Railway Analytics Course
- Get Trained by Trainers from ISB, IIT & IIM
- 16 Hours of Intensive Online Sessions
- 20 Hours of Free Python Programming Videos
- Get Quiz Questions and Use Cases
455 Reviews
2024 Learners
Academic Partners & International Accreditations
Overview of Railway Analytics Course
By harnessing the power of Big Data Analytics, the railway industry can have a clear picture of the progress being made in the Railway industry and related businesses. With 360DigiTMG's Railway Analytics course analysts can leverage data-driven insights and strategies to effectively reduce costs and improve profit along with customer experience. 360DigiTMG course graduates can easily develop optimized solutions and help the railway industry make informed decisions.
Railway Analytics Course Training Learning Outcomes
Railway Analytics is a special branch of Data Analytics that uses employee-related data with analytical tools to improve railway performance. The Certification Program in Railway Analytics is a sui generis attempt to blend analytics solutions for better railway practices and the development of new strategies for efficient train performance. They are specifically designed to suit railway professionals and data professionals who wish to understand the application of Big Data Analytics, Machine Learning, Neural Networks, and Deep Learning to railway industry data. Our Railway Analytics course is meant for professionals from the Railway domain as it provides a comprehensive picture of how Data Science and Artificial Intelligence can be leveraged to increase the efficiency of Railway practices and strategies. Understanding the applications of Data Science, Machine Learning to the Railways will be the prime objective of this content-rich program.
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Who Should Sign Up?
- Railway professionals (engineers, operations managers, planners, analysts)
- Data analysts and scientists interested in the railway sector
- Transportation and logistics experts
- Researchers and academics in transportation or railway-related studies
- Students and aspiring professionals in railway engineering, operations, transportation planning, or data analytics
- Professionals from related industries (urban planning, infrastructure management, smart cities).
Railway Analytics Course Modules
The digital world is built on the walls of data and the Railway Analytics course is peering into the future. Put simply, Railway 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 the Railway Analytics course, you will learn about the various systems and models of the Railway 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 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.
- The introduction to Railway Analytics includes a brief discussion of the technological advancements in the industry from past decades
- Network expansion of the mode of transport
- Logistics Businesses opting for Railway in terms of cost efficiency and reliability
- Discuss the features of Machine Learning and its capabilities for Railway Industries
- Applications of Machine Learning in the Railway Industry
- Stages of Analytics
- Detail explanation of Stages of Analytics from the Railway perspective
- Machine Learning Primer - Unsupervised and Supervised Learning
- Detail explanation of training, validation, and testing
- Domain-specific examples of 4 stages of Analytics
- Discuss CRISP-ML(Q) flow and detailed explanation of the 6 phases
- Analyze the data to summarize the characteristics using statistical and data visualization techniques
- Data understanding, load the data, features in the data, data types
- Steps on EDA - Univariate Analysis
- 4 Business moment decision
- Univariate, bivariate, and multivariate analysis
- Data preprocessing, Cleaning, Organizing of data
- A brief introduction to unsupervised learning
- Clustering/segmentation objectives
- K-Means clustering in Railways
- A brief introduction to supervised learning
- KNN algorithm and distance metrics
- Early stopping point in the training phase
- Choose the best K value
- Application of KNN in Railways
- Introduction to decision-making using evidence
- Decision Tree (DT) - rules-based approach
- Entropy and Information gain
- Use case: Application of DT in Railways
- Prediction with Base Equation
- Correlation and the significance in linear regression
- Discuss on OLS
- LINE Assumptions
- Use case: Application of linear regression for numeric value prediction
- Introduce AI and the importance of AI in Business
- Intro to neurons and neural networks (NN)
- Introduction to perceptron algorithm
- Calculation of weights in NN
- Introduction to a multilayer perceptron (MLPA)
- Error surface
- Gradient Descent Algorithm
- Application of NN in Railway industries
Tools Covered
Trends in Railway Analytics Course
There is a large volume of data generated by railroads, and to process and store the data, Data Analytics is vital. From the number of railways cars to operational data humongous amount of unstructured data is generated and Data Analytics plays a major role in analyzing and predicting this data making it easy to take informed decisions that are profitable to the company and also can help predict mishaps in the future. Indian Railways and Metro rail have started implementing analytics to cater to the technical needs and to deliver the best to the customers.
How we prepare you
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Get Quiz Questions and Use Cases
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Live Free Webinars
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Resume and LinkedIn Review Sessions
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Lifetime LMS Access
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24/7 Support
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Job Placements in Railway Analytics Fields
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Complimentary Courses
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Unlimited Mock Interview and Quiz Session
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Hands-on Experience in Live Projects
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Offline Hiring Events
Call us Today!
+91 9989994319
Certificate
Earn a Railway 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 Railway Analytics Course Certificate is your passport to an accelerated career path.
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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.”
Pavan Satya
Senior Software Engineer
"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."
Chetan Reddy
Data Scientist
"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.”
Santosh Kumar
Business Intelligence Analyst
"Numerous advantages of the course. Thank you especially to my mentors. It feels wonderful to finally get to work.”
Kadar Nagole
Data Scientist
"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.”
Gowtham R
Data Engineer
"The instructors improved the sessions' interactivity and communicated well. The course has been fantastic.”
Wan Muhamad Taufik
Associate Data Scientist
"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.”
Venu Panjarla
AVP Technology
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FAQs for Railway Analytics Training Program
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.
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.
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.
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.
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 Railway Analytics field offers a range of job opportunities where professionals act as a bridge between railway organizations and their data. Some potential job roles include Railway Analytics Manager, Director of Railway Analytics Training and Development, Railway Analytics Generalist, Railway Employee Relations Manager, Railway Technical Recruiter, and more. These positions involve leveraging analytics to optimize railway operations, improve employee performance, and make data-driven decisions within the railway industry.
Salaries for Railway Analytics Experts
A railway analytics expert may have a diverse set of responsibilities within an organization, including collecting, aggregating, analyzing, and processing railway data to extract valuable insights. In the railway industry, the average salary for a railway analytics expert is typically around 4,25,000 lakhs per annum in India. This compensation reflects the specialized skills and expertise required to work with railway data and make informed decisions to optimize railway operations.
Railway Analytics Course Projects
To enhance your knowledge in railway analytics, it is beneficial to engage in hands-on projects. There are several project opportunities that participants can explore, such as optimizing talent acquisition processes in the railway industry, analyzing employee career development patterns, assessing cybersecurity measures within railways, improving retention strategies, ensuring compliance with regulations, or studying the factors contributing to increased attrition rates in railway organizations. These projects provide valuable real-world experience and enable participants to apply their analytical skills to address specific challenges and opportunities in the railway sector.
Role of Open Source Tools in Railway Analytics
Railway analytics professionals prefer open source tools as they offer flexibility for modifying and improving code specific to railway data analysis. Many railway organizations have embraced analytics tools to analyze and visualize large datasets effectively. In the Railway Analytics Course, you will explore popular open source tools such as R, RStudio, and Python, which are widely used in the railway industry for data analysis, modeling, and visualization. These tools will empower you to leverage railway data and extract meaningful insights for decision-making purposes.
Modes of Training for Railway Analytics Course
The Railway Analytics Course in India is designed to cater to the needs of students and working professionals in the railway industry. At 360DigiTMG, we offer students the flexibility to choose between classroom-based and online learning modes for the Railway Analytics Course. Additionally, we provide support for e-learning, ensuring that our curriculum is accessible and adaptable to different learning preferences and schedules within the railway sector.
Industry Application of Analytics Course
Railway analytics plays an integral role in making data-driven decisions and optimizing return on investment (ROI) in the railway industry. This course explores the applications of analytics in various areas, including statistical analysis, operational analysis, and factors specific to railway employees such as retention, workforce planning, development, engagement, and performance. By understanding and applying analytics in these domains, professionals can drive improvements and make informed decisions to enhance overall railway operations and employee outcomes.
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
Sunil Kumar Behera
6 months agoI'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
6 months agoI'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
10 months agoThe 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
8 months agoOne 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
9 months agoThe 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
7 months agoIt 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
6 months agoIt 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
5 months agoI 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
7 months ago360DigiTMG 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
7 months agoExcited 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
6 months ago360DigiTMG 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
9 months agoThe 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
6 months agoDuring 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
8 months agoGreat 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.
