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Home / Analytics Specializations / Manufacturing and Automotive Analytics
Certificate Course in
"Conditions are ideal for Manufacturing Intelligence to scale with Malaysia eyeing a growth of up to $30.1 billion for its manufacturing sector over the next decade." - (Source). For 20 years, Malaysia’s manufacturing sector has onboarded robotics, precision engineering, and software programs. To build a strong manufacturing base, Malaysia is adopting the Industrial revolution 4.0 (I R 4.0), Artificial intelligence, and robotics.
Companies are coming forward to adopt these technologies to innovate and stay ahead of the other companies and achieve better profit, success, and improved production. Many Malaysian companies are incorporating these innovative technologies in research and development, engineering design, and manufacturing for global exports. Malaysian Investment Development Authority (MIDA) is carrying out a detailed study on the topic “Future of manufacturing”.
Total Duration
3 Months
Prerequisites
The applications and the platforms developed using these technologies are helping manufacturers with new business models, fine-tune their product quality, optimize manufacturing operations, etc. The Manufacturing Analytics program is specially designed for working professionals & students from Mechanical, Electrical, Electronics & Communication, Automotive, Manufacturing educational background as well as experience. Manufacturing analytics provides a new dimension and plethora of opportunities for those who want to stay ahead of the race and competition. 360DigiTMG offers personalized mentorship and delivers the course with trainers who have exceptional experience in training. Individual attention is guaranteed.
360DigiTMG offers the best Manufacturing Analytics course in Malaysia. Students will get acquainted with the latest technologies from this course. The primary objective of this course is to prepare the workforce for the industries. Through this program, students will learn thoroughly about various tools and techniques to analyze structured and unstructured data. Able to differentiate descriptive and predictive analysis, will perform text mining to generate customer sentiment analysis. Learn to predict and design models and be able to apply Machine learning capabilities. Will gain knowledge on the applications of prime tools like Pig, Hive, Spark, and Hadoop. Understand the advantages of distributed batch processing by the Hadoop Distributed file system. By the end of this course, students will be able to forecast proactive business decisions and write programs in the Big Data domain as per the system architecture.
Block Your Time
40 hours
Hybrid Sessions (Virtual & Self-paced)
Streaming Hours & Coursework
20 hours
Real-Time Industry Projects
Who Should Sign Up?
The modules of manufacturing Analytics are designed as per the latest industry trends. Students are exposed to various prime technologies and their applications. The primary module explains the basics of the manufacturing process, giving insights about Manufacturing Readiness Level (MRL). The applications of Artificial Intelligence, Machine learning, and Data Science in Manufacturing. Learn about text mining, AI-driven automated quality assurance, video analytics to track attendance and behavior. Understand the fundamentals of Industrial Revolution 4.0 (IR 4.0) and it's capabilities, wireless sensor networks, the purpose of IIoT sensors, and wireless sensors in manufacturing.
This module promotes in-depth knowledge to students about Big Data, its approaches in Manufacturing. Students will be introduced to Hadoop, collection of data, storage of data, processing of data with crucial tools that include Spark and Hadoop. Learn about the survival duration analytics which helps to predict the survival time of machine components, this information is much needed to invent new designs based on the logistics. Learn about Text mining and Natural language processing which guides to build various new products as per the customer’s requirements.
Artificial Intelligence with machine learning is ruling the automotive sector. Self-driven cars are the new boom. There are many opportunities in this sector. Learn about the concepts that include Perceptron, ANN, CNN and RNN algorithms, Perceptron, ANN, CNN, and RNN algorithms, Sharpen and blur images with convolution and detect edges in images with Sobel, Laplace, and Canny, Extract image features with HOG and detects object corners with Harris Computer Vision techniques via OpenCV to identify lane lines for a self-driving car, Convolutional neural networks to identify various traffic signs. Students will be able to design smart products that are cost-effective and able to design smart factories. Hands-on training experience enables them to gain confidence in handling the business challenges. Apart from these concepts, many important concepts will be elaborated.
Get about, CRISP - ML(Q) the perfect Project Management Methodology used for handling Data Mining projects. Understand the entire process flow including Business Problem definition, Data Collection, Data Cleansing, Feature Engineering, Feature Selection, Model Building, Deployment and Maintenance. Get introduced to the principles of big data and learn about the opportunities being created. Understand about how Data is generation and explosion of data, Innovations in the space of analytics. Learn how to distinguish between data types, Exploratory data analysis, the Various moments of Business decisions and various Graphical techniques. Learn about probability and probability distribution namely Z distribution and Student's t-distribution.
Learn about Hypothesis testing, the many Hypothesis testing Statistics, work with the Null Hypothesis & Alternative hypothesis and Types of hypothesis testing. Interpret the results of Hypothesis test and probabilities of Alpha error, understand Type I and Type II errors. Get introduced to Linear regression, various components of Linear regression viz regression line, Linear regression equation, the concept of Ordinary Least Square. Get introduced to Linear regression analysis, and Linear regression examples
Understand the Linear regression in a multivariate scenario, understand collinearity and how to deal with it. Get introduced to the analysis of Attribute Data, understand the principles of Logistic regression, Binary Logistic regression analysis. Learn about the Multiple Logistic regression, Probability measures, and its interpretation. Get clarity on the confusion matrix and its elements. Get introduced to “Cut off value” estimation using AUC and ROC curve, understand False Positive Rate, False Negative Rate, Sensitivity, Specificity. Gain a birds-eye view to various advanced regression techniques and analysis of count data namely Poisson regression, Negative binomial regression. Learn when to use Poisson regression and negative binomial regression for predicting count data.
Many innovative and productive trends are going to be launched shortly soon. Few of them include the development of IoT in Manufacturing. The manufacturing department will greatly benefit from high-speed connectivity as most of the companies would rely on automation and Big Data Analytics. 5G networks are emerging and offering new opportunities to generate revenue. With the help of Edge computing and IoT, many edge devices are being deployed like IoT sensors, security cameras, smartphones, etc enabled with compact 5G network. This innovation will reduce costs and improve production efficiency. Another trend is Predictive maintenance effective equipment which will be a solution to many manufacturers.
The interesting feature of predictive maintenance is that it can predict the issues raised by failure in the machinery or caused by a disruption in the operations. By Predictive maintenance for Industry 4.0, the lifetime of machinery can be increased by optimizing and analyzing the patterns of the data and minimize the risks. Predictive analytics is incredibly important in the manufacturing sector as it reduces expenses This predictive analytics will save up to $640billion in the manufacturing industry coming 15 years as per sources. Digitization is completely transforming the market, it needs people who have advanced analytics skills in Manufacturing. Many manufacturing companies are in search of a workforce connected with augmented technology and advanced skills
100% HRD Corp claimable courses
6 Months : Learning Management System Access
Minimum instalments cost starting from: MYR 792
2073 Learners
461 Reviews
Corporate Group DiscountsUp to 30% for 3 participants & above
All prices are applicable with 8% taxes.
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+60 19-383 1378
Limited seats available. Book now
Bharani Kumar Depuru
Sharat Chandra Kumar
Bhargavi Kandukuri
Earn a certificate and demonstrate your commitment to the profession. Use it to distinguish yourself in the job market, get recognized at the workplace and boost your confidence. The Data Science in Manufacturing Analytics Certificate is your passport to an accelerated career path.
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Alumni Speak
"Coming from a psychology background, I was looking for a Data Science certification that can add value to my degree. The 360DigiTMG program has such depth, comprehensiveness, and thoroughness in preparing students that also looks into the applied side of Data Science."
"I'm happy to inform you that after 4 months of enrolling in a Professional Diploma in Full Stack Data Science, I have been offered a position that looks into applied aspects of Data Science and psychology."
Nur Fatin
Associate Data Scientist
"360DigiTMG has an outstanding team of educators; who supported and inspired me throughout my Data Science course. Though I came from a statistical background, they've helped me master the programming skills necessary for a Data Science job. The career services team supported my job search and, I received two excellent job offers. This program pushes you to the next level. It is the most rewarding time and money investment I've made-absolutely worth it.”
Thanujah Muniandy
"360DigiTMG’s Full Stack Data Science programme equips its graduates with the latest skillset and technology in becoming an industry-ready Data Scientist. Thanks to this programme, I have made a successful transition from a non-IT background into a career in Data Science and Analytics. For those who are still considering, be bold and take the first step into a domain that is filled with growth and opportunities.”
Ann Nee, Wong
"360DigiTMG is such a great place to enhance IR 4.0 related skills. The best instructor, online study platform with keen attention to all the details. As a non-IT background student, I am happy to have a helpful team to assist me through the course until I have completed it.”
Mohd Basri
"I think the Full Stack Data Science Course overall was great. It helped me formalize and think more deeply about ways to tackle the projects from a Data Science perspective. Also, I was remarkably impressed with the instructors, specifically their ability to make complicated concepts seem very simple."
"The instructors from 360DigiTMG were great and it showed how they engaged with all the students even in a virtual setting. Additionally, all of them are willing to help students even if they are falling behind. Overall, a great class with great instructors. I will recommend this to upcoming deal professionals going forward.”
Ashner Novilla
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And more...
This course just assumes some basic computer familiarity and an analytical mindset. It definitely helps if the learner has some background in financial data analysis, SQL and Programming languages such as Python and R. Knowledge of manufacturing industry is expected for better understanding.
This course is specifically catered to learners intending to either begin or advance their careers in the Manufacturing industry.
Different organisations use different terms for data professionals. You will sometimes find these terms being used interchangeably. Though there are no hard rules that distinguish one from another, you should get the role descriptions clarified before you join an organisation.
With growing demand, there is a scarcity of data science professionals in the market. If you can demonstrate strong knowledge of data science concepts and algorithms, then there is a high chance for you to be able to make a career in this profession.
360DigiTMG provides internship opportunities through AiSPRY, our USA- based consulting partner, for deserving participants to help them gain real-life experience. This greatly helps students to bridge the gap between theory and practice.
There are plenty of jobs available for data professionals. Once you complete the training, assignments and the live projects, we will send your resume to the organisations with whom we have formal agreements on job placements.
We also conduct webinars to help you with your resume and job interviews. We cover all aspects of post-training activities that are required to get a successful placement.
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.
You will be attending 16 hours of classroom and/or virtual instructor-led sessions. After completion, you will have access to the Learning Management System for three months for recorded videos and assignments. Also, you will have to spend another month after the classroom sessions to complete the live project.
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.
We assign mentors to each student in this programme. Additionally, during the mentorship sessions, if the mentor feels that you require additional assistance, you may be referred to another mentor or trainer.
No. The cost of the certificate is included in the programme package.
Job titles available in the field of Manufacturing will be Manufacturing Analyst, Data Engineer, Data Scientist, Data Architect, Solution Architect, Manufacturing Scientist, Predictive Analyst, Production planner.
The average salary at entry-level will be RM 28k,mid-career RM 52,599, and for experienced RM 59,485 in Malaysia. This varies according to the roles and responsibilities.
In Malaysia, there are 165 projects to date to manufacture robotics and automation for different industries. These projects include designing specialized machinery for material handling and food and beverage processing and packing. Investment is approximately RM 5 billion in these industries.
Manufacturing Analytics is operated with tools named Python, R, Jupyter, R studio, and Spark. Students will be exposed to the fundamentals and applications of the prime tool Hadoop.
360DigiTMG offers students the option of both classroom and online learning. We also support e-learning as part of our curriculum.
Manufacturing Analytics has great potential in industries like Automation, Health care, Transportation, Pharma, Retail, Life Insurance, Banks, and Financial Services.
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
I still remember going through websites for the Data Scientist course and reading reviews. That's when I finally found 360DigiTMG. Today, I will consider 360DigiTMG as the best one because it has offered me way more than any other training institute can do: Incredible curriculum, instructors, mentorship, and most job search skills and interviews best practices. One of the best decisions I made, I strongly recommend the Data Science program at 360DigiTMG to anyone looking for a Data Scientist/Analyst role. I am happy to announce that presently I am deputed as a Specialist Data Scientist at one of the top MNC.
I attended the Certification in Data Science program by 360DigiTMG. The course was amazing. I had a great learning & networking experience. Also, trainers are highly experienced and knowledgeable in the field of Data Science. I will recommend this course to anyone who wants to become a Data Scientist.
I joined the Data Science Certification Program which is a great place to learn if you want to start your career in the Data Science industry. The trainers are very knowledgeable and will try to explain the topics until you truly understand it. I would definitely recommend others to join it.
The courses are taught by seasoned industry experts who know how to train absolute beginners and established professionals alike. Glad to have trained under 360DigiTMG.
I worked on a Survival Analysis project, which gave me good exposure and boosted my skill set in Business Intelligence with Power BI. Good to have it more and be involved in the real-time projects.
360DigiTMG - Data Science, IR 4.0, AI, Machine Learning Training in Malaysia
Level 16, 1 Sentral, Jalan Stesen Sentral 5, Kuala Lumpur Sentral, 50470 Kuala Lumpur, Wilayah Persekutuan Kuala Lumpur, Malaysia
Data Science Certification Course Training in Other Locations - Data Science Training in Malaysia, Data Science Training in Malaysia, Data Science Certification in Malaysia, Data Science Institute in Malaysia, Data Science in Kuala Lumpur, Data Science in Penang, Data Science in Johor, Data Science in Hyderabad, Data Science in Bangalore, Data Science Malaysia, Data Scientist Malaysia, Data Scientist Course Malaysia, Data Science is a way of communicating insightful information that is hiding under mountains of data. Data science is the voice for numbers to spill out valuable information that is vital and meets the empirical demands of businesses today.
Class Schedule
Benefits
Choose from programmes specially curated to suit each professional’s training needs.
6 Months
In Demand Work Integrated Learning Program (WILP)
The application fee is waived off, if you apply today!
Dive deep into analytics and transform your career in just 6 months.
Elevate your data insights and seamlessly transition from learning to working.
Offer ends on 22nd Dec, 2023
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