Machine Learning Course in Pune

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?

  • 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.
  • With Machine learning taking over the world, the companies greatly need professionals to be aware of the ins and outs of machine learning.

• 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.

• 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 Machine Learning course in Pune suitable for freshers?

  Yes, the Machine Learning course in Pune 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 is the course fees of the Machine Learning training classes in Pune?

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

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

  No matter which area of Pune you are in, be it Koregaon Park, Kalyani Nagar, Boat Club Road, Hadapsar, Wagholi, Sangamwadi, Shukrawar Peth, Ashok Nagar, Shivaji Nagar anywhere. You can access our Machine Learning course sitting at home or office.

• Do you provide this Machine Learning course in Pune with placement?

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

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

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

• What are the objectives of this Machine Learning course in Mumbai?

  This Machine Learning course in Pune will provide you with insights into the vital roles played by machine learning engineers and data scientists. Upon completion of this training classes, 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 you learn in this Machine Learning course in Pune?

  On completing this Machine Learning training classes in Pune, you will:

  • Be able to model a wide variety of robust machine learning algorithms including deep learning, clustering, and recommendation systems
  • Acquire a thorough knowledge of the mathematical and heuristic aspects of machine learning.
  • Master the practicalities of the algorithms, principles, and applications of machine learning by the hands-on learning approach which includes 28 projects to work on and one capstone project.
  • Be able to understand the theoretical concepts and how they relate to the practical aspects of machine learning.
  • Gain Mastery in the concepts of unsupervised, supervised, and reinforcement modeling and learning concepts.
  • Understand the operation and concepts of naive Bayes, decision tree classifier,  logistic regression, support vector machines, kernel SVM, K-nearest neighbors, random forest classifier, K-means clustering, and more.

• Who should take this Machine Learning course in Pune?

  Across industries, there is an increasing demand for skilled machine learning engineers. Skilled machine learning engineers are in demand throughout the globe and across all industries.

  This makes the Machine Learning course in Pune an ideal course for aspirants who have mid-level intermediate experience. We particularly recommend this Machine Learning training classes for the following professionals:

  • Analytics professionals who wish to work in artificial intelligence or machine learning
  • Business analysts who want to understand data science techniques
  • Graduates eager to build a profession in machine learning and data science
  • Experienced professionals who desire to make use of machine learning in their fields to get more insights
  • Analytics managers who are leading a team of analysts
  • Developers aspiring to be a data scientist or machine learning engineer
  • Information architects who want to gain expertise in machine learning algorithms

• What projects are included in Machine Learning course in Pune?

  Simplilearn’s Machine Learning course in Pune provides 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 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 Pune?

  Participants in this Machine Learning course in Pune 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 course:

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

• What average salary companies pay for a Machine Learning professionals in Pune?

  Machine Learning engineers have a median salary of 8 lakhs per year in Pune, according to the analysis by Payscale and other top research firms like Glassdoor. However, an experienced Machine Learning professional can earn up to 18 lakhs per year. It varies depending on the total experience, city, and more. Simplilearn’s Machine Learning training classes in Pune enables professionals to request for salary hike beyond the average when they shift in the market or can increase their earning potential if they are already employed.

• What roles companies offer for Machine Learning professionals in Pune?

  Within the Machine Learning space available in Pune, the other roles are:

  • Data Scientist
  • Senior Software Engineer
  • Machine Learning Engineer
  • Machine Learning Specialist
  • Automation and Tool Development

• Which companies are hiring Machine Learning Engineers in Pune?

  The companies that hire skilled Machine Learning Engineers in Pune are:

  • Qualys,
  • NVIDIA,
  • Han Digital Solution,
  • TOMTOM, and
  • Barclays.

• 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.

• How do I enroll in this Machine Learning course?

  You can enroll in this Machine Learning certification course 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.

• If I need to cancel my enrollment, can I get a refund?

  Yes, you can cancel your enrolment if necessary. We will refund the course price after deducting an administrative fee. To learn more, please read our Refund Policy.

• 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.

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

  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 Pune 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 Pune where Simplilearn provides the Machine Learning course?

  Simplilearn’s Machine Learning course in Pune 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 Course in Pune?

  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 course in Pune?

  The technology sector is growing rapidly in Pune 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 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 Pune 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 Pune.

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

  There are two training modes available for our Machine Learning course in Pune. 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 course in Pune?

  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 course in Pune.

• 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 engineer in Pune?

  A machine learning engineer earns an average of ?6 Lakh per annum in Pune. This job profile is in high demand, especially in the IT field. You need to have a proper understanding of artificial intelligence. You can get a machine learning certification in Pune to get the training required for this job profile.

• What are the major companies hiring for machine learning engineers in Pune?

  Several companies are on a constant lookout for talented machine learning engineers. Accenture, PubMatic India, and TurboHire Technologies are some of the firms that hire in this field. Acquiring a machine learning certification in Pune will help you strengthen your job profile.

• What are the major industries in Pune?

  Pune is an economically growing urban city with flourishing manufacturing, IT, automobile, and research industries. Being a center for skilled manpower, this city manages to generate staggering revenue. Apart from that, Pune also houses several reputed colleges and research institutes in the entire country. A machine learning certification in Pune will help you move a step closer to your dream role.

• How to become a machine learning engineer in Pune?

  Being a machine learning engineer in today's time is very beneficial. You can get high-paying jobs at reputed firms. You can get a machine learning certification in Pune to get more clarity on the kind of knowledge the field requires. Apart from that, some basic skills such as data mining, programming, and data visualization will help your portfolio stand out.

• How to Find machine learning engineer Courses in Pune?

  Anyone can be a machine learning engineer in today's time. All you have to do is look online for some machine learning certification in Pune. Once you have shortlisted a couple of courses, choose the one that suits your budget and timeline. Make sure to check for essential criteria like curriculum, experience, partnered university, accreditations, tutors, and career counseling. You can even get insights from industry experts on the course.

• 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.