1 Online Courses
Verifiable Certificate of Completion
Machine Learning with Mahout3h 03m
Skills you will master
- Mahout Architecture
- Canopy Clustering
- Apache Mahout Deep Dive
- KMeans Clustering
- Logistic Regression
Online Mahout Training Certification
This Mahout Training Certification includes a comprehensive Mahout Course with 3+ hours of video tutorials and Lifetime Access. You get to learn how to expand data organization & utilization, uncover patterns and trends behind large data sets and isolate clusters and also classify them into categories.
Apache Mahout is a machine learning algorithm which is also a free distribution of the Apache Software Foundation which is otherwise primarily focused in the areas of collaborative filtering, classification, and clustering. Many implementations use the Hadoop platform. Mahout provides the extensive usage of Java libraries which is used for common mathematical operations primarily focused on linear algebra and mathematics and also primitive Java collections. In the case of Mahout, the number of working algorithms has grown way too quickly but a large number of them are still missing. It is in essence defined as the distributed linear algebra based framework and mathematics based expressions for Scala DSL which is designed to let the mathematicians, statisticians and data scientists quickly implement own algorithms.
If we talk about the recommended backend, then Apache Spark beats everything else as it can also be extended to other backends. Machine learning is applicable in a wide variety of fields such as ranging from fraud detection to entertainment and analysis of the stock market. Systems such as Netflix which are responsible in providing recommendations for products or items based upon user preferences and other types of collection of data and information such as past experiences, reviews, etc. From categorizing web pages in an automatic fashion to making the case as trash, machine learning covers an entire gamut of multiple functions and thereby making it an invaluable tool in the technology domain.
- Certificate of Completion
- Sample Preview
- Target Audience
- Career Benefits
About Mahout Training Certification
|Course Name||Online Mahout Training Certification|
|Deal||You get access to the course for the lifetime|
|Hours||3+ Video Hours|
|Core Coverage||Learn how to expand data organization & utilization and understand how to uncover patterns and trends behind large data sets, isolate clusters and classify them into categories.|
|Course Validity||Lifetime Access|
|Eligibility||Anyone who is serious about learning Mahout and wants to make a career in this data and analytics field|
|Pre-Requisites||Basic knowledge about Data and analytics would be preferable|
|What do you get?||Certificate of Completion for the Mahout Training|
|Certification Type||Course Completion Certificates|
|Verifiable Certificates?||Yes, you get verifiable certificates for each course with a unique link. These link can be included in your Resume/Linkedin profile to showcase your enhanced skills|
|Type of Training||Video Course – Self Paced Learning|
|System Requirement||1 GB RAM or higher|
|Other Requirement||Speaker / Headphone|
Mahout Training Curriculum
In this section, each module of the Mahout Certification Course is explained.
|S No||Course Name||Course Description|
|1||Machine Learning with Mahout||Apache Mahout is well known for supporting and building users as well as the contributors in a way that the code survives any inventor or contributor apart from the funding which is used to offer the sustenance to the larger group. In this Mahout Training, you will learn about Collaborative Filtering, clusters and categories. You will know that even though Mahout may be still new in the tech world, still it has gained quite a significant amount of functional and operational significance especially with respect to the clustering, collaboration, and collaborative filtering. A mahout has an added advantage that it is widely used for user-based recommendations and is therefore much more than what an e-commerce API has to offer. You will also learn about the 5 key components namely items, preferences, and user, data model, item similarity, user similarity, recommender, etc. You will also understand the architecture of Mahout which seems to be quite simpler. A recommender is a basic abstraction unit which is used to provide a recommendation based on the data model which in turn refers to the interface about user-based preference data with the source being databases for it. For the clustering part, you will understand that it provides support for various clustering algorithm problems which is further composed of Mapreduce with independent concerns and aims. Some popular techniques include k-means, canopy, dirichlet and mean shift. Canopy refers to the algorithm which is used to establish the basis of numerous clustering algorithms. K means and fuzzy means are used to distinguish the items into K clusters which are based on the distance from the centroid. You will learn in detail about the clustering mechanism being followed. In the case of categorization using Mahout, it supports both classification and categorization of content namely the Naïve Bayes Classifier which is simply an advanced approach of the map reduce. You will, therefore, learn everything which is essential in order for you to start working with Mahout in Mahout Training certification.|
Mahout Training – Certificate of Completion
What is Apache Mahout?
Mahout is the product of the open source community Apache which demonstrates the use of machine learning to cluster documents, filtering samples, classification use cases and collaboration. This was co-founded by Grant Ingersoll who was also effective in tagging of the online content and can be used to organize recommendations. It has a wide community of support for data structures and linear algebra along with statistical operations for support. Mahout Samsara helps in providing a whole new mathematical world with the never before seen algorithms. Samsara is a basic reconceptualization of tailor-made scalable algorithm for machine learning. Mahout provides distributed operations on Spark modes thereby providing more ease to customize and use algorithms besides making task submission easier.
It is a perfect solution for all those who wish to hitch a ride with all the commercial friendly ML algorithms useful for building apps which are intelligent enough. The new math ecosystem called Samsara which is for renewal, a universal renewal. It provides a base for linear algebra as well as data structures along with statistical operations for supporting. Apache Mahout is required to build an intelligent app ecosystem along with the ease and rapidity. The machine learning methods such as categorization, collaborative filtering, and clustering ensure that simplicity is found among the larger group of people or self-tagging of online content. The main thing which creates a difference in what is seen today and what has been the scenario earlier is how quickly data transfers and translates into actionable information. Enhancing and organization of data is the premise formed of a machine learning algorithm.
Which tangible skills you will learn in this Course?
The Mahout Training Certification is aimed to provide you skills related to machine learning and its algorithms. Other techniques include clustering, collaborative filtering, classification, etc. techniques which are used to build a machine learning model more effective and efficient. Other skills include development, analytical skills, mathematics skills such as calculating vectors such as sparse and dense vectors, indexing the content into Lucene and thereby creating vectors from the index provided is how you go about it. The algorithm of clustering again takes into consideration features vectors. Data crunching comes automatically when you talk about handling big data or anything related to data science and machine learning, so data crunching, interpolation, cleansing, analysis, etc. becomes the skillset that this Mahout Training intends to provide you. Another skillset will be related to k means clustering algorithm which makes use of the calculation of the distance from the centroid nodes and provides an efficient output.
The prerequisites of Mahout Certification Course includes:
- You should have a strong knowledge of coding and development.
- You should have an analytical skill set apart from technical skillset as this makes use of data science algorithms and analysis of data, therefore, becomes a mandate.
- Knowledge of Hadoop and data science and machine learning based ecosystem as to know the functioning and the placement of the mahout in this realm.
- Knowledge of machine learning internals such as how and why do we require algorithms, what is the real use case, etc.
- A JDK should be installed along with a build tool such as Maven or Ant.
- Any real-time processing tool should be present such as a spark, Flink, Kafka, etc.
- A zeal and an enthusiasm to learn the Mahout Training Certification and a basic computer science knowledge.
The right target audience for Mahout Training are the ones who have been trying to work their way through learning and deploying tasks and also analyzing them such as those of developers, analysts, web developers, big data engineers, software engineers, consultants, professionals, data scientists, big data scientists, etc. Apart from the professional people, the students can also be formed as an ideal audience as they might be interested in giving machine learning a try and especially by learning Mahout Training they will be successfully able to do a hands-on upon Mahout. Other professionals from different domain who are planning to device their own structure or a product such as entrepreneurs form the part of an ideal audience for Mahout Certification. Anybody who is looking to apply for mahout based jobs such as those related to meteorology or geology comes in the category of the ideal audience.
Mahout Certification – FAQs
Is it tough for somebody to learn Mahout who has working experience in some other domain?
The mahout certification course is designed in such a way that anybody who adheres and follows the above-mentioned pre-requisites will be able to do well in this Mahout Training. It is not necessary for you to belong from a mahout background to learn this technology but the zeal and the right attitude is what matters more to learn this.
Do I need to keep practicing or a one-time course completion is enough?
One time course completion should be enough for you if you are targeting the knowledge of theoretical concepts only. By skimming through the Mahout Training content the first time, you will get a good fair amount of idea about what exactly is expected and asked, where you stand right now and how much practice is required. Accordingly, regular practice is always a good option so that you do not lose the touch of the technology and this also helps in revising your skillset.
Why should we learn Mahout?
This is an era of digitalization and in this era, apart from software developers who used to work on traditional technologies like backend, frontend, middleware, it’s more and more becoming about data. Especially the growing field of analytics talks only about these new end technologies, such as big data, Mahout, etc. When you learn Mahout certification course you ensure to be up in the ladder in the competition among your fellow mates who are looking forward to their way to enter in the field of analytics. Mahout will give your career a good boost which you have possibly always wanted. At eduCBA you are getting this Mahout Training for a very minimal price. It is an opportunity which is not worth missing.
Mahout Training has many facets. It is well suited for data engineers, developers, analysts and for possibly anyone who is looking forward to getting benefit from this course. This enhances technical skillset, programming, coding, analytical skillset, etc. so the career benefits of this Mahout Training are huge as it only talks about all the new things which are being used in the market today. Every technology which is being talked about is a niche technology which has a higher demand as compared to the people filling in for those positions. In a nutshell, going for these technologies, high demanding technologies, hot technologies by doing Mahout certification course will surely add a nice tag in your resume and a great skillset in your professional career.
Apache Mahout – Machine Learning with Mahout Training
Francisco Lopez Gil
Fun learning Mahout