Big data analytics has been around for years. Many companies now realize that they can apply analytics and get significant value from it if they collect all the information that flows through their businesses. When this data is not analyzed, it will be lost, however, if appropriately analyzed, this data will make it easier to find insights that can bring about change in the trends of how the company is already operating and moving. Your company will reap the benefits of it and do wonders through its data.
This will draw observations that will enable an economy to support a company or an organization. Which is why equipping yourself with the skills to analyse big data can be very advantageous not only to your company but also to you. Since there is a shortage of supply in for big data analysts, your skills will be in high demand. Here are 16 academies with big data analytics courses in Singapore for you!
Note: This list is strictly not in order.
1. Hackwagon Academy
Big data Analytics has converted business strategies across the years so that businesses understand how to better engage consumers, make recruiting choices, and expect process failure. Contemporary leading enterprises leverage their data’s power to drive innovation and make strong choices that are completely advantageous to their business. It isn’t just about making decisions but it enables businesses to make informed choices which are driven by data. From novices to advanced coders, break into big data analytics with Hackwagon’s courses that are available to everyone. They offer three types of big data analytics course tracks which are Data Science 101, Data Science 102 and Data Science 103.
Their Data Science 101 course was set up to guide novices with zero knowledge of programming. Once you have finished the beginners’ course, you are qualified for the Data Science 102 course, where you will be exposed to more sophisticated data analytics tools and you can develop your own information project. You will eventually move on to Data Science 103 (if you want to), which is their master class in which learners will find out how to build a complete information chain that includes machine learning ideas. Hackwagon Academy is outstanding in introducing data science to learners from novices to experts. Anticipate the capacity to conduct profound and knowledgeable analysis to graduate.
The Singapore Big Data course provides you the essential knowledge and skills necessary to analyze large quantities of leading data, identify trends and allow smart decision-making. The direction of the project is non-technical and is available to executives experts and decision-makers. This course was designed to accommodate individuals without any previous programming experience. Attendees are exposed to the coding world of Python through easy-to-understand activities.
Their mentors will interact all through the course with individuals one by one to ensure that each student comprehends the basics. Upon completing the 3-day classroom instruction, their online lessons covering advanced concepts can be taken up by the students. No extra fees are necessary for the lessons online. The lessons online involve watching videos and finishing an exercise for each video. Mentors will then offer input on the tasks that have been done. After classroom training, mentor help is available for the following 6 months.
Using Hadoop and Spark, like HDFS, YARN and MapReduce, the Big Data Hadoop Certification course is intended to provide you with in-depth knowledge of the Big Data system. You will discover how and when to use Hive, Pig, and Impala to manage and evaluate large datasets contained in the HDFS, and use Sqoop and Flume with their big data learning for data ingestion. With Spark, you can learn real-time data processing, including practical Spark programming, implementation of Spark programs, recognizing parallel Spark processing, and using Spark RDD optimization techniques.
You would also discover the different collaborative techniques in Spark with their big data curriculum and then use Spark SQL to build, convert and request data types. You will also be needed to run real-life, market-based projects utilizing CloudLab in the finance, communications, social networking sites, insurance, and e-commerce sectors as part of the Big Data program. This training program for Big Data Hadoop will qualify you for the big data certification of Cloudera CCA175.
4. The Knowledge Academy
Their Big Data and Analytics courses equip learners in helping companies to maintain their data within their control and know how to use it to enhance their operations. For example, Big Data’s analysis may expose market trends and consumer desires that would allow a company to adapt its processes and results to such factors. This would enable the company to develop more efficient advertising, obtain a competitive edge and develop its operational capacity, leading to an enterprise being aware and having a significant likelihood of increasing profitability.
Hadoop is a programming framework focused on Java that stores large amounts of data. The common architecture can also run applications with thousands of terabytes of data on a range of systems. Enterprises can use their local data centre to launch Hadoop apps and support software programs. For Amazon Web Services, Google Cloud Platform, Hadoop and the Microsoft Azure are ideally suited.
5. Ngee Ann Polytechnic
The training is intended to offer participants with experience in the field using proper business Analytics tools and techniques to deliver concise analytics to assist businesses in understanding what happened previously and use predictive analytics to direct businesses to take future action. This program is intended to educate students on the lifecycle of descriptive analytics. Students must begin asking questions about the related analytics, define and integrate data sources and build data models.
We will use strategies to analyze data collected in such models and construct suitable elements for visualization to gain insights from the data. These will then be synthesized into dashboards, adding value for business users. This program discusses data mining concepts. Students must learn about pattern discovery and pre-processing information. A data mining framework will also be used by students to explore the use of different data mining strategies. Strategies such as decision trees, regressions and neural networks will be studied in predictive modelling.
6. BCA Academy
Data analytics has acquired tremendous traction and buy-in in recent times from leaders across industries and roles in organizations. Nonetheless, due to the combination of technological, cultural and resource factors, most companies keep finding it difficult to get data analytics off the ground and along the right path. One of the main factors is the workers ‘ shortage of analytical abilities. While companies can recruit experts to begin their analytics process or work on unique analytics initiatives, the promise of data analytics could only be maintained if the company can develop capacity and culture for data analytics across the enterprise.
Their tailor-made program intends to resolve these capacity limitations in the built environment market, particularly amongst non-analyst professionals and managers who would like to work with and make logical sense of their regular work data and analysis. From the course, you can learn what data analytics are and the various data analytics strategies to different problem-solving cases, build a system for research by describing problems, forming hypotheses and determining data requirements and many more. This program is intended for managers, experts and employees throughout all levels who would like to learn and improve their awareness and expertise in built-up data analysis of the world, especially when incorporating analytics to problem-solving.
7. Gen Infiniti Academy
Become a certified Data Analyst with Gen Infiniti Academy. Participants will discover how to manage information in this program and draw implementable knowledge from it. The skills learned will be placed into a professional setting so that they may be used in the workforce to support their company-using the information on hand to reach the next productivity stage. At the end of the program, students will be accredited as an industry-recognized data analyst.
The program would be a combination of e-learning material and in-person instruction by their trained mentors. There would also be project work to allow you to work on a model company-level task to provide you with a better understanding of the subjects. In total, you will go through seven modules starting from the introduction to Big Data to understanding analytics, machine learning and finally, the technologies and tools to conduct big data analytics.
Industry 4.0 technology may have provided a connection between both the physical environment and the digital environment, but many still do not make full use of this connection. Through real-time events constantly producing big data, businesses now have the opportunity to develop a formerly unachievable comprehension of their development by the human mind on its own. Utilising the strength of data analytics can have a huge impact, but many of them are far behind from achieving their goals due to the theme’s presumed difficulty and extreme manpower scarcity.
Learn how to use current infrastructure and resources to speed up your data analytics quest. This data analytics certification course is adapted to the industry in Singapore and will take place in a special, interactive learning environment. They focus on how to train the employees and dig deeply into common analytics tools and use instances to guarantee that you are excellently equipped to get started in the workforce immediately.
9. Singapore Institute of Technology
Data, the technological era’s ‘ energy, ‘ is now one of every organization’s key resources. Analytics is used by top companies in all sectors to enable them to make more informed judgments. Such huge data sets are collected and analyzed by managers to recognise past trends, reveal new patterns and gain insights to make big data meaningful. This 2-day course is ideal for practitioners with a basic Data Analytics understanding. The course will provide students with the management and knowledge of structured and unstructured data, design concepts for data visualization and allow them to undergo practical practice on the Tableau Visual Analytics Tool.
All through the course, you will know about data types and R programming fundamentals, do multi-source information reading, pre-processing and information scrubbing, data visualization, and exploratory data analysis. You will also catch up on your information correlation assessment, descriptive statistics, R statistical inferences and distributions of probabilities. The course is designed for experts from any sector who handle big information such as finance, insurance, government agencies, logistics, pharmaceutical, healthcare, construction and hospitality.
10. NobleProg Singapore
NobleProg Singapore offers a training course, ‘From Data to Decision with Big Data and Predictive Analytics’. It is a live, instructor-led live analytics training program which shows how to use various tools to construct predictive models and implement them to large sample data sets to help predict information-based events from hands-on practice. Live training in Singapore will be conducted locally at client facilities or at company training centres in NobleProg Singapore. Remote live learning is conducted through a live, interactive computer.
If you are struggling to make sense of the information to which you have access or just want to explore unstructured data on the web, this program is for you. It is mainly intended for decision-makers and individuals who need to pick and choose which ones (information) are worth collecting and what is worth examining. Working examples mostly of open source technology will be given to participants after the course. Short seminars and basic activities will be accompanied during the course for individuals.
11. Bridging Minds
With Singapore moving towards the vision of a Smart Nation, you will come to understand that you are filled with a lot of information and not all of them are necessarily helpful data. And as such, it is essential for us to be able to apply data science from personal finances, lifestyle, reading, business decisions to every aspect of our daily life. Use this data to build a simpler life or unlock new value for the business.
The course they offer is to help you become a certified data science specialist and is a hands-on supervised course during the course that will help you understand the ideas, tools and methods you need to start studying data science and handling big data. The course will cover key topics ranging from data science to big data, as well as processes for gathering, cleaning and handling information. It is well balanced in both theory and practice and is used to teach significant thoughts by references to study studies. Upon completion, participants will be able to use industry-standard tools to perform, collect, assess and present the basic information handling tasks.
The focus of their one-day instructor-led training is to expose students to Google Cloud Platform’s big data capabilities. Individuals get a summary of the Google Cloud system and a comprehensive overview of the data processing and machine learning features through a mix of lectures, simulations and hands-on labs. This course shows the simplicity, versatility and strength of Google Cloud Platform Big Data solutions. The course intends to educate students to recognize the intent and quality of the Google Cloud Platform’s core Big Data and Machine Learning products, choose from the Google Cloud Platform the various data processing tools that are most appropriate for the situation.
This course is intended for current software developers and programmers wishing to shift into the profession of data science. It is also appropriate for learners aspiring to the career route of the data scientist. Software Developers or BI Professionals with a minimal level of 1 year of experience. Students with a professional experience of at least 2 years in any programming language are allowed to join the course.
13. Beacon Communications
It’s not simple to become a data analyst. It includes basic understanding for visualization, such as statistics, data wrangling and much more. To assess information and convey the outcomes, you will have to comprehend the methods first. You are allowed to use your Skillsfuture credit for their boot camp where you will pick up on the ideas, instruments, and methods you need to start a data analytics career with a hands-on guided data analytics certification course for you. It includes concepts ranging from data science to big data, and information collection, cleaning and processing data.
The course reaches a theory-practical equilibrium by using case studies as illustrations and laboratory practices led by the instructor. Upon completion, fundamental data handling duties can be performed, data collection and analysis and presented using industry-standard instruments. Beacon Communications ‘ key team consists of experts with a combined company experience of more than 50 years. So you can rest assured that you are in safe and experienced hands when you enrol for their training.
14. Solace Tech Pte Ltd
This is a face-to-face course, with extra self-learning exercise distributed over 6 days prior to the actual class and the second face-to-face meeting on Solace Tech Pte Ltd’s e-learning platform here between the classes. Individuals expected to operate through the e-learning portal for the advantage of the students prior to the actual course, as it is generally more difficult to understand the idea without iterations for full novices.
One week before the course, attendees spend 3 hours of self-learning reading materials and doing activities, before the course. The main objective is to get to know some materials which are not simple and clear and will need to comprehend through repetitiveness. Individuals will learn during the first face-to-face session with an instructor’s guidance. Individuals who have anticipated queries from the previous self-learning session during the class, the instructor will help fill in your doubts. Another week to be spent on a self-learning, where respondents required to spend 3 hours doing practice and submitting the tasks to be assessed by Solace Tech Pte Ltd’s team, evaluating the knowledge of the first session by the respondents. For the second face-to-face session, individuals are going to do an instructor-led project.
Uniforce is Singapore’s prominent and perhaps most respected training in Data Science Certification. Become a data analytics specialist with the assistance of R programming languages in the data science training course accreditation which they offer. Together with the R language, the participant will master data visualization, descriptive analysis, predictive analytics, and information exploration methods. By applying market-based and actual-life initiatives in the fields of retail, insurance, healthcare and more, applicants will receive hands-on coaching and procedures with the Uniforce data science training course.
The course constitutes a distinctive data analyst package that aspires to create a profitable data science or analytics career. Uniforce’s data science certification was created to provide an in-depth understanding of various data science and analytics methods that can be accomplished using R. Uniforce data science preparation involve various statistical principles such as cluster analysis, predicting, linear, logistics and many more. Besides this, applicants will also learn to test the theory.
The information age provides companies of all types with access to Big Data, which is increasing in quantity, diversity, speed and complexity. With more information coming quicker than ever from sources, the issue is: what is your approach for Big Data? How do you combine current and new information sources to create better company choices? Agilitics will operate as your trustworthy partner to assist you to give order to your Big Data. Their group of senior advisors will assist you to implement the systems you need to handle and comprehend your information with demonstrated knowledge in mature systems and thought management in developing ones.
Use R in becoming a specialist in the different methods of data analytics. Master the methods of information exploration, visualisation, predictive analysis, and descriptive analytics. The course is ideally suited for both novices and skilled experts who are using R to analyze information. For the course content, you will be taught on the principles and concepts of machine learning, regression modelling of R-programming, classification models and its case studies, concepts of decision trees and their case study and PCA fundamental learning.