Machine Learning Training Course in Bangalore

Machine Learning Course FAQs

• What is Machine Learning?

  Machine learning is nothing but an implementation of Artificial Intelligence that allows systems to simultaneously learn and improve from past experiences without the need of being explicitly programmed. It is a process of observing data patterns, collecting relevant information, and making effective decisions for a better future of any organization. Machine learning facilitates the analysis of huge quantities of data, usually delivering faster and accurate results to extract profitable benefits and opportunities.
  

• Why learn Machine learning?

  • Machine learning is taking over the world, and with that, there is a growing need among companies for professionals to know the ins and outs of machine learning
  • The machine learning market size is expected to grow from USD 1.03 Billion in 2016 to USD 8.81 Billion by 2022, at a Compound Annual Growth Rate (CAGR) of 44.1% during the forecast period

• How do beginners learn Machine Learning?

  Machine learning is in high demand. But before you jump into certification training, it’s essential for beginners to get familiar with the basics of machine learning first. Simplilearn’s free resources articles, tutorials, and YouTube videos will help you get a handle on the concepts and techniques of machine learning. Start your learning with our free ML courses that serve as a foundation for this exciting and dynamic field: Statistics Essentials for Data Science, Math Refresher, and Data Science with Python.

• Is this Machine Learning course in Bangalore suitable for freshers?

  Yes, the Machine Learning course in Bangalore is suitable for freshers, and this course helps you learn Machine Learning topics including working with real-time data, developing algorithms using supervised and unsupervised learning, regression, classification, and time series modeling.

• What are the objectives of our Machine Learning course in Bangalore?

  This Machine Learning course in Bangalore will provide you with insights into the vital roles played by machine learning engineers and data scientists. Upon completion of this Machine Learning training, you will be able to uncover the hidden value in data using Python programming for futuristic inference. You will work with real-time data across multiple domains including e-commerce, automotive, social media and more. You will learn how to develop machine learning algorithms using concepts of regression, classification, time series modelling and much more.

• What skills will you learn with our Machine Learning course in Bangalore?

  • Master the concepts of supervised and unsupervised learning, recommendation engine, and time series modelling
  • Gain practical mastery over principles, algorithms, and applications of machine learning through a hands-on approach that includes working on four major end-to-end projects and 25+ hands-on exercises
  • Acquire thorough knowledge of the statistical and heuristic aspects of machine learning
  • Implement models such as support vector machines, kernel SVM, naive Bayes, decision tree classifier, random forest classifier, logistic regression, K-means clustering and more in Python
  • Validate machine learning models and decode various accuracy metrics. Improve the final models using another set of optimization algorithms, which include Boosting & Bagging techniques
  • Comprehend theoretical concepts and how they relate to the practical aspects of machine learning

• Who should take this Machine Learning course in Bangalore?

  There is an increasing demand for skilled machine learning engineers across all industries in Bangalore, making this Machine Learning course well-suited for participants at the intermediate level of experience. We recommend this Machine Learning training in Bangalore for the following professionals in particular:

  • Developers aspiring to be data scientists or machine learning engineers
  • Analytics managers who are leading a team of analysts 
  • Business analysts who want to understand data science techniques
  • Information architects who want to gain expertise in machine learning algorithms 
  • Analytics professionals who want to work in machine learning or artificial intelligence
  • Graduates looking to build a career in data science and machine learning
  • Experienced professionals who would like to harness machine learning in their fields to get more insights

• What projects are included in this Machine Learning course in Bangalore?

  Simplilearn’s Machine Learning course in Bangalore is a hands-on, code-driven training that will help you apply your machine learning knowledge. You will work on 4 projects that encompass 25+ ancillary exercises and 17 machine learning algorithms.

   

  Project 1: Fare Prediction for Uber | Domain: Delivery (Commerce)
  Uber, one of the largest US-based taxi cab provider, wants to improve the accuracy of fare predicted for any of the trips. Help Uber by building and choosing the right model.

   

  Project 2: Test bench time reduction for Mercedes-Benz | Domain: Automobile
  Mercedes-Benz, a global Germany based automobile manufacturer, wants to reduce the time it spends on the test bench for any car. Faster testing will reduce the time to hit the market. Build and optimize the algorithm by performing dimensionality reduction and various techniques including XGBoost to achieve the said objective. 

   

  Project 3: Income qualification prediction for Inter-American Development bank
  Many social programs have a hard time making sure the right people are given enough aid. It’s tricky when a program focuses on the poorest segment of the population. This segment of the population can’t provide the necessary income and expense records to prove that they qualify. Predicting the right set of people to be included for the aid remains a big challenge for  Inter-American Development Bank. Help the bank by building and improving the accuracy of the model using a random forest classifier.

   

  Project 4: Access privileges prediction for Amazon.com employees
  There is a considerable amount of data regarding employees’ roles within an organization and the resources to which they have access. Given the data related to current employees and their provisioned access, models can be built that automatically determine access privileges as employees enter and leave roles within a company. These auto-access models seek to minimize the human involvement required to grant or revoke employee access. Help Amazon.com to build such a model and suggest the one with maximum accuracy.

• What are the prerequisites for this Machine Learning course in Bangalore?

  Participants in this Machine Learning course in Bangalore should have:

  • Familiarity with the fundamentals of Python programming 
  • Fair understanding of the basics of statistics and mathematics

  And, here are some of the fundamental courses that participants need to know before they get into Machine Learning training:

  • Python for Data Science
  • Math Refresher
  • Statistics Essential for Data Science

• What is the salary of Machine Learning Engineer in Bangalore?

  The median annual salary of the Machine Learning Engineer in Bangalore is Rs 12,28,665, according to PayScale.com. Individuals who have undergone Machine Learning training have the potential to earn more.

• Which companies in Bangalore are hiring Machine Learning professionals?

  Companies that are looking for skilled AI & Machine Learning experts in Bangalore are:

  • Siemens
  • Microsoft
  • JP Morgan
  • Amazon
  • Samsung R&D
  • Oracle
  • Chase
  • Netapp

• Do you provide this Machine Learning training in Bangalore with placement?

  No, currently, we do not provide any placement guarantee with the Machine Learning course.

• How will the labs be conducted?

  Simplilearn provides Integrated labs for all the hands-on execution of Machine Learning projects. The learners will be guided on all aspects, from deploying tools to executing hands-on exercises.

• Is this will be a live training or pre-recorded videos?

  If you enroll in self-paced e-learning, you will have access to pre-recorded videos. If you enroll in the Online Bootcamp, you will have access to live Machine Learning training conducted online as well as the self-learning content.

• What if I miss a class?

  Simplilearn provides recordings of each Machine Learning class so you can review them as needed before the next session. With Flexi-pass, Simplilearn gives you access to all classes for 90 days so that you have the flexibility to choose sessions as per your convenience.

• Who are the instructors and how are they selected?

  All of our highly qualified Machine Learning trainers are industry AI experts with years of relevant industry experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

• What is Global Teaching Assistance?

  Our teaching assistants are a dedicated team of subject matter experts here to help you get certified in the Machine Learning in your first attempt. They engage students proactively to ensure the course path is being followed and help you enrich your learning experience, from class onboarding to project mentoring and job assistance. Teaching Assistance is available during business hours.

• What is online classroom training?

  Online classroom training for the Machine Learning certification is conducted via online live streaming of each class. The classes are conducted by a Machine Learning certified trainer with more than 15 years of work and training experience.

• What is covered under the 24/7 Support promise?

  We offer 24/7 support through email, chat, and telephone. We also have a dedicated team that provides on-demand assistance through our community forum. What’s more, you will have lifetime access to the community forum, even after completion of your Machine Learning course online with us.

• What is the course fees of the Machine Learning training in Bangalore?

  The course fees of the Machine Learning training in Bangalore starts from Rs. 18,999/-.

• How do I enroll in this Machine Learning course in Bangalore?

  You can enroll in this Machine Learning course in Bangalore on our website and make an online payment using any of the following options:

  • Visa Credit or Debit Card
  • MasterCard
  • American Express
  • Diner’s Club
  • PayPal

  Once payment is received you will automatically receive a payment receipt and access information via email.

• Why do I need to choose Simplilearn to learn Machine Learning in Bangalore?

  Simplilearn provides instructor-led training, lifetime access to self-paced learning, training from industry experts, and real-life industry projects with multiple video lessons.

• Who can I contact to learn more about this Machine Learning course?

  Please contact us using the form on the right of any page on the Simplilearn website, or select the Live Chat link. Our customer service representatives will be able to give you more details.

• * Disclaimer

  * The Machine Learning projects have been built leveraging real publicly available data sets of the mentioned organizations.

• In which areas of Bangalore is the Machine Learning training conducted?

  No matter which area of Bangalore you are in, be it Marathahalli, BTM Layout, Electronic City, Vijaynagar, HSR Layout, Indira Nagar, Jayanagar anywhere. You can access our Machine Learning course sitting at home or office.

  Also, our Machine Learning course is conducted in all below-listed areas around Bangalore [sorted by Alphabetical order].

  Area Name	Pin Code
  Adugodi	560030
  Agara	560034
  Agram	560007
  Amruthahalli	560092
  Anandnagar	560024
  Anekal	562106
  Ashoknagar	560050
  Attibele	562107
  Attur	560064
  Austin Town	560047
  Banashankari	560070
  Bagalgunte	560073
  Bagalur	562149
  Banaswadi	560043
  Bannerghatta Road	560083
  Bapagrama	560091
  Basavanagudi	560004
  Basaveshwaranagar	560079
  Begur	560068
  Bellandur	560103
  Benson Town	560046
  Bettahalsur	562157
  Bhattarahalli	560049
  Bolare	560082
  Bommasandra	560099
  C.V.Raman Nagar	560093
  Carmelaram	560035
  Chamarajasagara	562120
  Chamrajpet	560018
  Chandra Layout	560040
  Chickpet	560053
  Chikkabettahalli	560097
  Chikkalasandra	560061
  Chikkanahalli	562130
  Chudenapura	560060
  Deepanjalinagar	560026
  Devanagundi	560067
  Devasandra	560036
  Dharmaram College	560029
  Doddakallasandra	560062
  Doddanekkundi	560037
  Domlur	560071
  Dommasandra	562125
  Doorvaninagar	560016
  Dr. Shivarama Karanth Nagar	560077
  Electronics City	560100
  Fraser Town	560005
  G.K.V.K.	560065
  Gavipuram	560019
  Gayathrinagar	560021
  Gunjur	560087
  HAL	560008
  Hampinagar	560104
  Haragadde	560105
  Hoodi	560048
  HSR Layout	560102
  Immedihalli	560066
  Indiranagar	560038
  J P Nagar	560078
  J.C.Nagar	560006
  Jalahalli	560014
  Jayanagar	560041
  Jeevabhimanagar	560075
  Kacharakanahalli	560084
  Kanakanagar	560032
  Kanteeravanagar	560096
  Kenchanahalli	560098
  Koramangala	560095
  Kumbalagodu	560074
  Laggere	560058
  Magadi Road	560023
  Mahalakshmipuram Layout	560086
  Malleswaram	560003
  Mathikere	560054
  Nagarbhavi	560072
  NAL	560017
  Nayandahalli	560039
  Peenya Dasarahalli	560057
  RV Niketan	560059
  Sadashivanagar	560080
  Sampangiramnagar	560027
  Seshadripuram	560020
  Tarabanahalli	560090
  Yeshwanthpur	560022
  Yelahanka	560063

• Why should I join an ML course by Simplilearn rather than other Machine Learning institutes in Bangalore ?

  Simplilearn combines a blended learning approach with hands-on exercises, industry projects, and integrated labs to give you a rich learning experience. Our Machine Learning course in Bangalore includes a cutting-edge curriculum curated by industry experts to help you develop job-ready skills. Only a few other institutes offer such hands-on learning with capstone projects.

• What are the localities in Bangalore where Simplilearn provides the Machine Learning course?

  Simplilearn’s Machine Learning course in Bangalore can be accessed online and taken anytime anywhere. We save your time and effort which you would otherwise spend in reaching a physical location.

• Who should undergo this Machine Learning Certification training in Bangalore?

  Any professional working at an intermediate level and willing to start a career in machine learning can take this course. It is also appropriate for data scientists, data analysts, business analysts, and information architects.

• Why take Machine learning training in Bangalore ?

  The technology sector is growing rapidly in Bangalore with many companies offering job opportunities in the field of machine learning. The job market has never been so competitive before and taking Machine Learning training in Bangalore is a wise decision for your career growth and to stay ahead of your peers.

• What skillset must I possess to land a job in Machine Learning?

  If you are embarking on a career in machine learning, you should develop skills like statistics, basic programming, core mathematics, machine learning algorithms, libraries, and neural networks. Our Machine Learning course in Bangalore will help you build all these skills.

• What are the Machine Learning tools covered in this course?

  You get the benefit of learning hands-on tools like Python, XGBoost, Pandas, and TensorFlow when you enroll in Simplilearn’s Machine Learning course in Bangalore.

• Which mode of training is available for this Machine Learning course in Bangalore?

  There are two learning modes available for our Machine Learning course in Bangalore. The first is self-paced learning in which the learner gets access to high-quality pre-recorded videos, projects, and simulation tests. The other is the online Bootcamp mode in which a learner can attend live online classroom training by top instructors apart from the materials offered in self-paced mode.

• What algorithms will I learn in this Machine Learning training in Bangalore?

  You will learn about some of the widely used machine learning algorithms like classification, decision trees, Naive Bayes, support vector machine (SVM), AdaBoost, Apriori, and clustering through our Machine Learning training in Bangalore.

• What makes a really good Machine Learning course?

  Machine learning is a complex field and learners need to be technically sound to start a career in it. So, a good Machine Learning course is something that involves not only theoretical concepts but one that focuses more on practical learning. It should include interactive quizzes, case studies, real-world industry projects, advanced machine learning tools, and virtual labs to enhance the learner’s knowledge and make him ready for a machine learning job.

• What is the salary of a Machine Learning professional in Bangalore?

  The average annual salary of an Artificial Intelligence (AI) and machine learning engineer in Bangalore is ?750k. Machine Learning is a beneficial arena with good productivity and hike. Roles in this field are very strong and require a progressive methodological related understanding. Candidates with machine learning courses in Bangalore are highly preferred by the companies for the jobs.

• What are the major companies hiring Machine Learning professionals in Bangalore?

  Artificial intelligence (AI) and machine learning engineers are needed for today’s upcoming industries in Bangalore. Some of the companies hiring artificial intelligence and machine learners are HCL Technologies, EY, Accenture, BlinkIn, Thick data solutions, LinkedIn, Google, Mercedes-Benz Research and Development India, and Byjus. Some of the available roles are Artificial Intelligence, Machine Learning Engineer, Artificial Intelligence R&D, Data Scientist, Machine Learning Engineer, and Artificial Intelligence Strategist. The candidates are expected to equip themselves with machine learning courses in Bangalore.

• What are the major industries in Bangalore?

  Major industries in Bangalore perform businesses in Retail and E-commerce, Banking and Financial Services, Manufacturing, Food, Health care, Logistics and Transportation, Entertainment, and Real Estate. All these industries require candidates who have taken up Machine Learning training courses in Bangalore. Bangalore also has several research and development centres for many firms such as ABB, Airbus, Bosch, Boeing, General Electric, General Motors, Google, Liebherr-Aerospace, Microsoft, Mercedes-Benz, Nokia, Oracle, Philips, Shell, Toyota and Tyco.

• How to become a Machine Learning Professional in Bangalore?

  To become a Machine Learning Professional in Bangalore, one has to do a machine learning certification training course in Bangalore.

• How to Find Machine Learning Professional Courses in Bangalore?

  Postgraduate programs in Machine Learning, Applied machine learning Certification program, machine learning, Artificial intelligence Engineer and few more courses are offered by Simplilearn in Bangalore.

• What is Machine Learning used for?

  Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it to learn for themselves.

• What are the different types of Machine Learning?

  Machine learning is generally divided into three types - Supervised Learning, Unsupervised Learning, and Reinforcement Learning. This Machine Learning course gives you an in-depth understanding of all these three types of machine learning.

• Does Machine Learning require coding?

  Yes, some coding knowledge is required to perform certain machine learning tasks like statistical analysis. Basic knowledge of either Python, R, or Java is recommended before taking this Machine Learning certification course.

• Are Machine Learning certifications worth it?

  Having a Machine Learning certification will help you gain the necessary knowledge and training to shape your career in an AI-led future and deal with machine learning problems.

• What is the career exposure after completing this Machine Learning course?

  Machine learning has gained global traction and many are aspiring to start a career in this field. Jobs in AI and machine learning have grown around 75 percent over the past few years and Gartner predicts that there will be 2.3 million jobs in the field by 2022. Our ML course will give you all the necessary skills to work in this exciting field.

• What are the job roles available after getting a Machine Learning certification?

  Some of the top job roles in the field of Machine Learning are Data Scientist, Machine Learning Engineer, NLP Scientist, Computer Vision Engineer, and Data Architect. This Machine Learning course gives you all the necessary skills to become eligible for such roles.

• What does a Machine Learning Engineer do?

  The roles and responsibilities of Machine Learning Engineers include:

  • Designing and building machine learning systems and schemes
  • Analyzing and processing data science prototypes
  • Performing statistical analysis and modifying models using test results
  • Training ML systems whenever required and enhancing prevailing Machine Learning frameworks and libraries
  • Exploring new data to improve the machine’s performance

• What skills should a Machine Learning Engineer know?

  A Machine Learning Engineer is expected to be skilled in areas like core math, statistics, basic programming, data modeling, neural networks, natural language processing, ML tools and libraries, and more. Our Machine Learning course will impart all of these skills and make you job-ready.

• What is the difference between Machine Learning and Deep Learning?

  • Machine learning is a subtype of Artificial Intelligence, while deep learning is the evolved version of machine learning.
  • Deep learning is driven by neural networks that imitate neurons in the human brain, embedding a multi-layer architecture. In contrast, machine learning involves the usage of statistical methods to make a machine learn automatically through previously stored data patterns and without the requirement of programming or any human intervention.

• What is the difference between Machine Learning and Artificial Intelligence?

  Artificial Intelligence is a broad field that encompasses everything that involves giving machines human-like intelligence. Machine learning is an important subset of AI where machines are given a lot of input data and algorithms are applied to train it and give them the ability to ‘learn’ and perform the desired actions. Our ML course deals with this topic in detail.

• Will this ML course help me to build a successful career in Machine Learning?

  Simplilearn’s Machine Learning certification course is designed by subject matter experts who know what skills are most valued by employers. Topics like types of machine learning, time series modeling, regression, classification, clustering, and deep learning basics are thoroughly covered, and allow you to start a career in this field.

• How is Simplilearn’s Machine Learning course syllabus better than other course providers?

  Simplilearn’s Machine Learning online course is based on a robust syllabus that equips you with extensive knowledge of machine learning concepts and trains you to:

  • Work on real-time data
  • Develop algorithms using both supervised and unsupervised learning methods
  • Create regression, classification, and time series modeling
  • Use Python to draw inferences from different data sets

  Upon completing a lesson, learners are taken through practice sessions to understand concepts better and gain practical knowledge. Additionally, the course offers fundamental courses like ‘Math Refresher’ and ‘Statistical Essential for Data Science’ for those who lack the basic knowledge required to take this course. Hence this is the best course for machine learning which you can opt.

• What are the additional benefits I will get after enrolling in Simplilearn’s Machine Learning course?

  Simplilearn’s Machine Learning course offers additional benefits such as:

  • Access to in-depth knowledge of Machine Learning through 58 hours of applied learning, interactive labs, real-life, hands-on projects from Uber, Mercedes Benz, IDB, and 25+ hands-on exercises
  • Constant mentoring and assistance with the coursework from industry experts
  • Flexible training options in the form of self-paced learning, online bootcamp, or corporate training

• Is there any university partnered program in Machine Learning?

  Professionals who take this Machine Learning course do not stop their learning and are inspired to learn more advanced machine learning concepts and seek to understand advanced AI and machine learning concepts as well. Simplilearn’s Post Graduate Program in AI and Machine Learning in partnership with the prestigious Purdue University is ideal for this purpose.

• What is the recommended learning path after completing Machine Learning certification course?

  You can either enroll in our Artificial Intelligence course or if you are looking to get a University certificate, you can enroll in the PG in AI and Machine Learning.