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Intellipaat offers a decisive Machine Learning course in Singapore to help you master Machine Learning with Python, ML algorithms, probability, MLOps, Git, etc. Learn from industry experts while working on real-time projects and case studies through this Machine Learning certification training in Singapore.
Machine learning encompasses a wide range of technologies and techniques that enable computers to learn from data and make predictions or decisions without being explicitly programmed.
|Supervised Learning||Algorithms learn from labeled data to make predictions.|
|Unsupervised Learning||Algorithms discover patterns and structures in unlabeled data.|
|Semi-Supervised Learning||Combines labeled and unlabeled data for training|
|Reinforcement Learning||Agents learn to make decisions by interacting with their environment.|
|Deep Learning||Neural networks with multiple layers for complex tasks|
|Natural Language Processing (NLP)||Focuses on understanding and generating human language|
|Computer Vision||Enables machines to interpret and understand visual information|
|Transfer Learning||Pre-trained models are adapted for new tasks.|
|AutoML (Automated Machine Learning)||Automation of machine learning model selection and training|
|Explainable AI (XAI)||Techniques to make machine learning models’ decisions interpretable|
Our ML course, one of the leading Machine Learning courses in Singapore, is designed for:
Anybody can join these Machine Learning course classes in Singapore regardless of whether they have prior know-how of the technology or not.
The global financial center, Singapore is a host to a whole lot of blooming technology players, and when it comes to AI and Machine Learning, this city is very promising for trained and certified ML professions to grab top jobs. Coupled with the Python programming language, Machine Learning has redefined traditional beliefs and has designed thought-driven novel technologies. This is the very reason why it has gained immense prominence in Singapore. Hence, this city promises ample opportunities to those candidates who have sound knowledge in Machine Learning with Python.
The world-class technology hub in Asia, the city-state of Singapore is one of the largest developers of software, competing with various US cities. The world’s top software companies have most of their operations in this city, making it a preferred career spot on the world map, all due to its immense job placements. Trained Machine Learning professionals must utilize the opportunities offered in this city by analyzing these market conditions. Our Machine Learning with Python training in Singapore is curated to assist the learners for this purpose.
In the world we live in today, ML has proved itself to be among the hottest and demanding technologies available out there.
Hence, by leveraging our Machine Learning online training, you will be exposed to numerous high-paying job opportunities.
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Data Engineer | India
Intellipaat helped me acquire a solid job in my third year of B.Tech. I received seven job offers, with 30 LPA as the highest CTC. Thanks to Intellipaat for making my career successful.
Senior Technical Associate | India
I got promoted to senior technical associate with a 60% hike after completing this course from Intellipaat. The training taught me new skills and how to implement them in my current role.
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Data Scientist | India
Becoming a data scientist after working as a customer service agent was possible only due to expert guidance from Intellipaat trainers. Even after working for 10 years in customer care, I am a data scientist today.
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Machine Learning Engineer | India
Intellipaat made my transition from a civil engineering graduate to an IT industry professional very smooth with its round-the-clock support, excellent curriculum, industry-standard projects, and efficient trainers.
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Data Scientist | India
Intellipaat has given me the confidence that anyone who aspires can become a data scientist because of the rich course and expert guidance. I managed to switch from a non-tech education background to becoming a data scientist.
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The course helped me make a career transition from computer technical specialist to big data developer with a 60% hike. The online interactive sessions hosted by the trainers are the best thing about Intellipaat.
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Intellipaat offered me the best learning experience, and today, I have successfully transitioned from a manager role in Edutech to a data scientist. The comprehensive curriculum and the career guidance sessions helped me a lot.
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Thanks to Intellipaat, I was able to switch to the role of program manager from that of a Microsoft dynamics consultant. Gaining knowledge of the latest technologies as per industry standards helped me the most.
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With this course, I switched to a product manager role with an 85% hike. They conducted many interviews, made us complete live capstone projects, and provided many resume-building strategies and all of this gave me confidence.
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I was able to achieve my goal of becoming a data science professional after having been a lecturer, thanks to Intellipaat. It offered a platform to learn data science from the best trainers. The real-life projects were good.
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57% Average Salary Hike
$1,14,000 Highest Salary
12000+ Career Transitions
300+ Hiring Partners
*Past record is no guarantee of future job prospects
Dr. Tangirala is a professor at IIT Madras with expertise in analytical chemistry and a keen interest in the fields of controller performance monitoring, time-frequency analysis of processes, fuel cells, etc.
He works as an assistant professor for the biotech department at IIT Madras and holds a DSc from EPFL, Switzerland. His research interests span from modelling and optimization of biological networks to machine learning.
Dr. Babji Srinivasan is working as an assistant professor in the Department of Applied Mechanics at IIT Madras. He holds a Ph.D. from Texas Tech University, and his research interests span from behavioral informatics to cognitive systems engineering.
He carries over 15 years of expertise in handling various analytics projects, using several types of ML algorithms in multiple business domains. He has extensive knowledge of SAS, SQL, R, and Python and is proficient in big data environments.
Vinayak has over 13 years of experience and specializes in data modeling, preparing KPIs, SQL queries, functional dashboards with Qlik, Power BI, sentiment analysis, etc., along with holding a Certified Scrum Master (CSM) certification.
Suresh Ramadurai is involved in teaching market research as a visiting faculty at various IIMs and in training analytics professionals. He is an IIT Delhi graduate with a degree in chemical engineering and holds a PG Diploma in Management from IIM Bangalore.
SQL Basics –
Advanced SQL –
Deep Dive into User Defined Functions
SQL Optimization and Performance
Writing comparison data between the past year and the present year with respect to top products, ignoring the redundant/junk data, identifying the meaningful data, and identifying the demand in the future(using complex subqueries, functions, pattern matching concepts).
Extract Transform Load
Data Handling with NumPy
Data Manipulation Using Pandas
Descriptive Statistics –
Inferential Statistics –
Introduction to Machine Learning
Artificial Intelligence Basics
The Data Science capstone project focuses on establishing a strong hold of analyzing a problem and coming up with solutions based on insights from the data analysis perspective. The capstone project will help you master the following verticals:
Power BI Basics
Data Visualization with Analytics
Creating a dashboard to depict actionable insights in sales data.
Introduction to MLOps
Deploying Machine Learning Models
Excel For Data Analytics
Data Visualization with Excel
Excel Power Tools
Classification Problems using Excel
Information Measure in Excel
Regression Problems Using Excel
Classification problem using excel on sales data, and statistical tests on various samples from the population.
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Practice Essential Tools
Designed By Industry Experts
Get Real-world Experience
Use Python 3.5 (64-bit) with OpenCV for face detection. The learners must ensure that the system will have to detect multiple faces in a single image. Students must work with essential libraries such as CV2 and Glob.
In this project, the learners will get to work with the IBM Watson AI chatbot, create their own AI chatbot, and see how the IBM cloud helps them create a chatbot on the backs of possibly the most advanced machine learning systems available.
Work with Ensemble Model for predicting annual restaurant sales using various features like opening data, type of city, and type of restaurant. Work with packages like Caret, Boruta, and dplyr to analyze the dataset and predict the sales.
Work with PySpark which is a Python API for Spark and use the RDD using the Py4J package. As an important part of the project, you will also work with SparkConf which provides the configurations for running a Spark Application.
Work with packages like a recommended lab, dplyr, tidyr, stringr, corrplot and many others to create your book recommender engine using the ‘user-based collaborative filtering’ model that recommends the books based on past ratings
Work with census income dataset from UCI Machine Learning repository that contains income information for more than 48k individuals. Use data handling techniques to handle missing values and also predict the annual income of people.
In this project on housing price prediction, work with a house price dataset and predict the sale price for each house with 79 explanatory variables describing every aspect of the houses.
Learn to work with the HR Analytics dataset and understand how methodologies can help you to re-imagine HR problem statements. Understand the features of the dataset and in the end, evaluate the model by metric identification process.
Work with the dataset taken from the famous jester online Joke Recommender system and successfully create a model to predict the ratings for jokes that will be given by the users (the same users who earlier rated another joke)
Via Intellipaat PeerChat, you can interact with your peers across all classes and batches and even our alumni. Collaborate on projects, share job referrals & interview experiences, compete with the best, make new friends — the possibilities are endless and our community has something for everyone!
Over 10+ live interactive sessions with an industry expert to gain knowledge and experience on how to build skills that are expected by hiring managers. These will be guided sessions that will help you stay on track with your upskilling.
Get assistance in creating a world-class resume & Linkedin Profile from our career services team and learn how to grab the attention of the hiring manager at the profile shortlisting stage
Students will go through a number of mock interviews conducted by technical experts who will then offer tips and constructive feedback for reference and improvement.
Attend one-on-one sessions with career mentors on how to develop the required skills and attitude to secure a dream job based on a learner’s educational background, past experience, and future career aspirations.
Placement opportunities are provided once the learner is moved to the placement pool upon clearing Placement Readiness Test (PRT)
Exclusive access to our dedicated job portal and apply for jobs. More than 400 hiring partners’ including top start-ups and product companies hiring our learners. Mentored support on job search and relevant jobs for your career growth.
As part of this ML program in Singapore, you will be engaged in various projects and assignments, which include real-world industry scenarios. This way, you can expedite your career effortlessly.
Intellipaat’s certificate will be issued once you successfully work on the projects (after expert review) and score at least 60 percent in the quiz.
You would be glad to know that Intellipaat’s certification training is recognized by more than 500 top MNCs, including Cisco, Ericsson, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered Bank, IBM, Infosys, Genpact, TCS, Hexaware, and more.
I had recently completed my ML course with Intellipaat. All the concepts were clearly explained by the trainer. I was able to understand and grasp the concepts easily. Also, I could clear all my doubts related to the program on the given platform.
Best ML online program! My decision to learn from Intellipaat was the best to upgrade my career. This course gave a thorough understanding of the subject. I recently completed the course and experienced good quality teaching offered by Intellipaat.
The candidates from Intellipaat were very good. They are better than experienced people from the same domain. The learners had hands-on experience. The product managers were very happy with the job-ready recruits.
Intellipaat provides comprehensive teaching in Machine Learning through hands-on projects and case studies. A few of the many reasons for choosing our ML training course includes the following:
Machine Learning is basically the process to collect real-world data, extract useful information from it, and then take actions to perform certain tasks without manual programming. It helps systems improve over time on their own by exploring various types of real-world data. It also allows organizations to improve their business strategies by knowing the insights that are extracted from the given business data.
No doubt, Machine Learning is in high demand, and at the same time, employers need professionals who have the right skills for building applications for the future.
Here, at Intellipaat, we create our program by taking into consideration our learners come from varied backgrounds. So, we curate it from the basic level and gradually increase the difficulty level for you to easily grasp all the concepts taught as part of the program. Further, we make sure that, by the end of the program, your skills would be equivalent to 6-month experience in this technology.
Intellipaat’s Machine Learning certification course is curated by industry experts who cover both basic and advanced concepts of this trending technology. Further, this program covers all the topics with the help of several real-life examples, which are extremely useful, especially for beginners.
Here, you will learn mathematics, statistics, etc. and then go on gaining in-depth knowledge of ML. So, if you are a beginner in this field and are aiming to pursue a career in it, then this is the best platform for you.
Among various other institutes that provide the python Machine Learning course online, Intellipaat offers it at the most reasonable and affordable rate. It provides two modes of training, namely, self-paced and online instructor-led.
Intellipaat’s self-paced Machine Learning program costs about US$160, where you will be able to learn from pre-recorded video lectures at your own pace. The online instructor-led one, on the other hand, costs about US$265. In this, you will attend live lectures from trainers, along with which you will receive access to the self-paced program as well. Hence, this program is extremely beneficial.
You can access all the lectures and assignments the moment you enroll in this program. Also, Intellipaat provides lifelong access to the complete material for you to refer to it as and when required.
We select instructors who are top SMEs in the industry with a minimum of 8 to12 years of experience in the field of Machine Learning. They are all extremely qualified trainers in the field of Machine Learning and Artificial Intelligence. They are selected after going through a rigorous process, where they are tested for their domain knowledge and training ability.
Intellipaat’s teaching assistant team consists of technical experts who help learners in various aspects, including doubt clearance, assignment sessions, and project evaluation.
As part of career services, we conduct mock interviews and help in developing your resume and a LinkedIn profile. Besides, we have a dedicated job portal where you can interact with recruiters and apply to job openings. Our job portal has more than 500 recruiters on-board, including some of the top companies such as Amazon, Flipkart, etc.
Yes, Intellipaat offers several group discounts for our classroom program, depending on the group size and type. To avail the group discount for our Machine Learning advance course, you need to contact our course advisors, who will help you with all your doubts regarding the discount offers we provide.
Intellipaat accepts all major debit cards and credit cards. Besides, it offers all EMI options available for you to choose from as per your convenience. You can speak to our advisors to get more details about different EMI options as well.
If you end up missing a class, then you can contact our support team. Our team will further assist you in scheduling another class for the same topic so that you can catch up with the rest.
Also, all the sessions are recorded and shared with all participants in the LMS (Learning Management system). You can also refer to these recorded sessions for the missed class.
Intellipaat offers the facility of integrated labs that act as a platform for you to execute our industry-based projects. You will be guided through the steps so that you can easily deploy all the necessary tools and further execute the hands-on exercises successfully.
Intellipaat’s Machine Learning program provides material that comprises all the modules that are necessary to learn this popular technology. These pre-recorded video lectures and material are extremely effective as they allow you to complete the whole program at your own pace and take your time to learn the concepts thoroughly.
You can speak to our advisors for detailed information about ML, and they will help you select the best-suited one for you based on your skill set and work experience.
After successfully completing the entire program and executing all the given industry-based exercises and projects, you will receive the ML certificate from Intellipaat.
After completing this certification training, you will be awarded the certificate from us, which is valid for a lifetime.
Intellipaat’s certificate is recognized by over 500 top MNCs across the world, including companies such as Sony, Mu Sigma, Cisco, IBM, Standard Chartered Bank, TCS, Infosys, Ericsson, Genpact, Cognizant, etc.
As a part of our online certification training, we provide practice tests and assignments that will help you prepare for real-life examinations and jobs. These tests also let you assess yourself on what you have learned and how much you have grasped.
At Intellipaat, you can enroll in either the instructor-led online training or self-paced training. Apart from this, Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience, and they have been actively working as consultants in the same domain, which has made them subject matter experts. Go through the sample videos to check the quality of our trainers.
Intellipaat is offering 24/7 query resolution, and you can raise a ticket with the dedicated support team at any time. You can avail of email support for all your queries. If your query does not get resolved through email, we can also arrange one-on-one sessions with our support team. However, 1:1 session support is provided for a period of 6 months from the start date of your course.
Intellipaat is offering you the most updated, relevant, and high-value real-world projects as part of the training program. This way, you can implement the learning that you have acquired in real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning, and practical knowledge, making you completely industry-ready.
You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. After completing the projects successfully, your skills will be equal to 6 months of rigorous industry experience.
Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this, we are exclusively tied-up with over 80 top MNCs from around the world. This way, you can be placed in outstanding organizations such as Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, and Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation as well.
You can definitely make the switch from self-paced training to online instructor-led training by simply paying the extra amount. You can join the very next batch, which will be duly notified to you.
Once you complete Intellipaat’s training program, working on real-world projects, quizzes, and assignments and scoring at least 60 percent marks in the qualifying exam, you will be awarded Intellipaat’s course completion certificate. This certificate is very well recognized in Intellipaat-affiliated organizations, including over 80 top MNCs from around the world and some of the Fortune 500companies.
Apparently, no. Our job assistance program is aimed at helping you land in your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final decision on hiring will always be based on your performance in the interview and the requirements of the recruiter.