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Home / Data Engineering & Cloud Technologies / Big Data Using Hadoop & Spark
Certificate Course in
"MALAYSIA has made clear the need to leverage big data to develop its digital economy. Malaysian spending on Big Data Analytics software market was RM 435 million." - (Source). Companies today have realized the gravity of a data-driven business approach to help them examine the stream of collected information and provide valuable insight. Therefore, the need for talented candidates with data skills will only grow by leaps and bounds as we continue to digitize our ecosystem.
The recent IDC report has suggested that the Big Data Analytics Software Market in Malaysia is tipped to reach RM 600 million by 2021. The factors contributing to the growth of the market are increased private-public collaboration, government initiative for ICT development, the vast universe of Big Data generated and the need of industry to analyze the data.
Total Duration
2 Months
Prerequisites
This Big Data Analytics course in Malaysia is unique because it dwells on the key concepts of Big Data Analytics. This Big Data Analytics course introduces the distributed framework tool Hadoop that is used to extract data and explores how it is installed on Linux OS. The unique features like replication and partitioning used in HDFS are described. A separate module is devoted to the distributed computing framework MapReduce.
MapReduce integrated with Hadoop contains the famous Mapper function and Reducer functions used to process huge volumes of data. The succeeding modules are devoted to the study of the higher-level programming language Pig and the SQL programming language Hive - used as a Data Warehousing tool. The final modules deal with the NoSQL database Hbase, and the open-source tool SQOOP used to create a pipeline from the SQL database to Hadoop. And finally, the aspirant will learn about the Unified Stack, in-memory computing programming language framework SPARK - used to analyze data. What is Big Data Analytics or Data Analytics? Big Data Analytics denotes the cluster of tools and techniques used to analyze Big Data to expose hidden patterns and correlations in the data. This enables cost-reduction and better decision making. It also helps us to design better quality products and services in the next-generation category. This Data Analytics course from 360DigiTMG is a structured course which teaches students about the various stages of the Big Data Analytics lifecycle which are : a) Problem Identification b) Designing Data Requirements c) Pre-processing Data d) Performing Analytics Over Data e) Visualizing Data. At the end of the Data Analytics Certification program from 360DigiTMG, the student must be proficient in the following software tools 1) Unix/Linux/Shell scripting 2) C++, Java, Python and R, RStudio 3) Apache Spark and Apache Spark Streaming 4) Apache Kinesis, Apache Storm, MapReduce 5) SQL, Spark SQL 6) Hive, Apache Pig 7) HDFS 8) Apache Zookeeper9) Cloud, Big Data on AWS 10) Bash Scripting 11) Hadoop 12) Machine Learning with Python and R 13) Black Box Techniques and Neural Networks
This Big Data Analytics Course from 360DigiTMG exposes students to the wonders that a distributed computing framework like the Hadoop framework can do churning Big Data. In this Big Data Analytics Course in Malaysia, the students will learn to install and set up Hadoop and Spark Environments. They will appreciate the advantages of distributed batch processing with HDFS. The course elaborates on Hadoop 1.x, 2.x, and 3.x versions. Several modules are devoted to exploratory data analysis using Pig, Hive, and Spark.
The various Spark RDD optimization techniques are also discussed. In the span of this course, students will learn to install Linux OS and a pseudo - single-node Hadoop Cluster HDFS along with learning to script programs in the Big Data domain. In the course, they will also learn how HBase gets installed on Hadoop, the architecture of HBase, and its components. Also, students will learn how the open-source tool SQOOP helps in the migration of data from the SQL database to Hadoop. Finally, the student is exposed to Spark- the programming language developed for general purpose, in-memory computing. Learn about Apache Spark architecture and default Data Abstraction-RDD.
Block Your Time
12 hours
Self-paced Sessions
10 hours
Streaming Hours & Coursework
Who Should Sign Up?
The core concept of the module on HDFS is to drill the concepts of replication and partitioning used in HDFS. One can learn about the functionality of the processes of the MapReduce component of Hadoop and how Mapper and Reducer functions can process large volumes of data. This Big Data Analytics Course in Malaysia introduces the student to the High-level programming language Pig. They will delve into the features, components, and execution model of Pig. Hands-on experience with the SQL programming tool Apache Hive is guaranteed with this course. Used for data warehousing it handles and manages tables with an RDBMS datastore called Metastore. Students will also be introduced to the NoSQL database HBase.
Get introduced to the world of Big Data and understand the 4 V’s which define Big Data. Learn about the challenges concerning Big Data and the workaround technique called distributed framework tools used for churning Big Data. Learn how these challenges Big Data is addressed by a distributed computing framework.
Learn about the most user-friendly and the first multi-user operating system which is the preferred OS for the implementation of an open-source distributed framework tool called Hadoop. The filesystem for the Hadoop framework should be distributed to handle the huge amount of data. The filesystem of Linux OS (ext3, ext4, and xfs) are capable of supporting the distributed framework. Having hands-on exposure on Linux OS is a very relevant requirement to excel in working with Big Data tools. You will learn to install and work with Linux OS. You will also learn to install a pseudo-single-node Hadoop environment cluster. Hadoop Distributed File System.
Learn how HDFS stores a huge volume of data without data loss and fault tolerance. You will understand the concepts of replication and partitioning that is used in HDFS. Learn about the java background services also known as Demons working to make Hadoop capable of storing Big Data that cannot be fit into a single System.
Learn the logic of the distributed computing framework implemented by Google. Learn the concept of Map jobs and Reduce jobs. Learn how Mapper functions and Reducer functions work in tandem to process huge volumes of data. Understand the functionality of the processes of the MapReduce component of Hadoop. Understand input splits and learn how they are different from blocks in HDFS.
Understand the Big Data Ecosystem and its projects. Learn about the drawbacks of distributed computing, MapReduce framework. You have learned about the low-level language used for MapReduce framework, Apache Pig is a high-level programming language to assist the developers. Learn about the high-level programming languages developed by Yahoo on the MapReduce framework. Learn about the ETL tool Apache Pig, the features, components and the execution model. Learn about the ways to execute the Apache Pig Latin scripts on MapReduce and Local mode.
An open-source programming tool developed by Facebook to handle structured data on Big Data framework. Get introduced to the SQL programming tool, Apache Hive. Understand its applications as a Data warehousing tool. You will learn how Hive manages and handles the schema of the tables created using an RDBMS database called Metastore. Learn about internal and external tables that can be created using Hive.
Learn about the first database on the distributed file system & HBase. Understand how NoSQL databases are different from SQL based databases. Learn about the installation of HBase on Hadoop, its use and advantages. Understand the architecture of HBase and its components. Learn about Hfiles and Memstore concept used in HBase to store the data.
Understand how enterprises use tools to move the data from legacy systems on to Big data. Learn about the concept of Data Ingestion. Understand the need to migrate the data from a traditional database system (SQL) to Big Data tools. Learn about quick migration of data into HBase tables from RDBMS systems and vice versa. Learn to use the open-source tool SQOOP (the combination of Hadoop and SQL) to create a pipeline from the SQL database to Hadoop.
Understand the need for a new age tool to handle the Big Data as the latency of MapReduce programs are very high. Learn about the lightning-fast Unified stack programming language framework in the Analytics community which was developed for general purpose, in-memory computing to attain super speeds of execution, and distributed computing - Apache Spark. Understand Apache Sparks architecture and its building blocks and components. You will learn about the default data abstraction used by spark called RDD.
There is a mounting demand for Big Data professionals across organizations globally because it provides an underpinning for all the major global trends, from social to gaming to the cloud to mobile. Today for the success of any business one needs to learn the skills necessary to tame and analyze these exceedingly large quantities of data and transform them into valuable insight. The futuristic trends that will dominate Big Data analytics will be Data Analysis Automation, this will help increase business revenue and enable the organizations to work smoothly. The other trend to look out for is the development of smart cities using IoT technology and robotics that will provide a simple good experience to its users. The demand for Big Data technologies like Apache Hadoop and Spark will grow due to the increasing need to effectively store large amounts of data and to achieve advanced data streaming capabilities.
Big Data Analytics Course is the latest buzzword in the IT industry in Malaysia. Successful businesses need to understand the storage, retrieval, and processing of Big Data. There is a great demand for Big Data Analysts and Big Data Engineers in Malaysia 360DigiTMG offers certification courses in Big Data Analytics in Malaysia. Situated in the heart of Malaysia our Big Data Training Center attracts the largest number of professionals and students. 360DigiTMG is the training arm of AiSPRY - a Data Analytics solutions provider with global headquarters in the USA. Our students participate in live projects with AiSPRY as part of their course curriculum.
100% HRD Corp claimable courses
6 Months : Learning Management System Access
3152 Learners
623 Reviews
Corporate Group Discounts(Minimum 15 participants per batch for Onsite training)
All prices are applicable with 8% taxes.
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+60 19-383 1378
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Bharani Kumar Depuru
Sharat Chandra Kumar
Bhargavi Kandukuri
Distinguish yourself with the Certification in Big Data Using Hadoop and Spark. This 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...
Data that is so large that it cannot be handled by traditional tools that are being used in the market.
Big Data professionals are the most sought after in the present world. They earn more than other software professionals. You can apply for roles that ask for knowledge and skills in Big Data tools and technologies. However, job titles may differ from company to company such as Big Data developer or Big Data analyst.
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.
No. You need not pay separately for the certification.
You will be assigned a trainer who will mentor you and guide you subsequent to the training. The trainer will guide you personally and clarify all doubts.Our research associates will also be available to resolve your doubts.
Our faculty is our key strength. All our instructors are professionals with 10-15 years of experience in various domains. We handpick them for their subject matter expertise, level of experience, and passion and talent for training. All our trainers are recognised as among the best faculty in the industry.
Popular job titles in Big Data Analytics include Data Analyst, Data Modeller, Data Miner, Data Architect, Data Visualization Engineer, Research Analyst, Research Engineer, Statistician, and Actuary.
The national average salary for a data analyst in Malaysia is RM 7210 per month. The lowest salary in the range was RM 3460 per month and the highest RM 11,300 per month.
The Big Data Analytics Digital Government Lab is a Government initiative to expedite data analytics implementation in the Government sector. The lab has successfully finished projects for the Ministries of Finance, Health, Home Affairs, Women and Family, Natural Resources, and Agriculture.
Python is easy to learn and maintain and therefore a Godsend to developers in Data Science. Its extended library makes it possible to stretch the applications of Python from Big Data Analytics to Machine Learning. R is the preferred tool of statisticians that enables effective data storage.
The course in Malaysia 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.
Malaysian companies are looking for advanced predictive analytics solutions to manage machinery, customer satisfaction, detect fraud, etc. Industries such as manufacturing, retail, banking, and telecom are using AI-driven predictive analytics solutions and robotic process automation as opportunities to grow.
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.
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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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