MACHINE LEARNING CERTIFICATION AUTHORITIES

Machine Learning Course Features

MACHINE LEARNING LEAD MENTORS

MACHINE LEARNING COURSE FEES IN SINGAPORE

Live Virtual

Instructor Led Live Online

S 1,350
S 649

  • IBM® & IABAC® Certification
  • 5-Month | 350 Learning Hours
  • 100-Hour Live Online Training
  • 20 Capstone & 1 Client Project
  • 365 Days Flexi Pass + Cloud Lab
  • Internship +Job Assistance

Blended Learning

Self Learning + Live Mentoring

S 820
S 359

  • Self Learning + Live Mentoring
  • IBM® & IABAC® Certification
  • 1 Year Access To Elearning
  • 20 Capstone & 1 Client Project
  • Job Assistance
  • 24*7 Learner assistance and support

Corporate Training

Customize Your Training


  • Instructor-Led & Self-Paced training
  • Customized Learning Options
  • Industry Expert Trainers
  • Case Study Approach
  • Enterprise Grade Learning
  • 24*7 Cloud Lab

ARE YOU LOOKING TO UPSKILL YOUR TEAM ?

Enquire Now

WHY DATAMITES INSTITUTE FOR MACHINE LEARNING COURSE

Why DataMites Infographic

SYLLABUS OF MACHINE LEARNING CERTIFICATION IN SINGAPORE

The following topics are covered in "Machine Learning"

Foundation:

Machine Learning Introduction: Supervised and Unsupervised Learning

  • Linear Regression Theory
  • Linear Regression Programming with R
  • Working on Case Study

Multiple Linear Regression

  • Theory behind multiple linear regression
  • Multiple Linear Regression with R
  • Working on Case Study

Decision Tree:

  • Theory Behind Decision Tree
  • Decision Tree with R
  • Working on Case Study

Naive Bayes:

  • Theory behind Naïve Bayes classifiers
  • Naive Bayes Classifiers with R
  • Working on Case Study

Support Vector Machines:

  • Theory behind Support Vector Machines
  • Support vector machines with R
  • Improving the performance with Kernals
  • Working on Case Study

Association Rule:

  • Theory behind Association Rule
  • Working on Case Studies

Expert:

Neural Net:

  • Artificial Neural Network
  • Connection Weights in Neural Network
  • Generating Neural Network with R
  • Improving Neural Network Accuracy with Hidden Layers
  • Working on Case

Random Forest:

  • Theory behind Random Forest
  • Random Forest with R
  • Improving performance of Random Forest
  • Working on Case Study

Recommendation Engine:

  • Theory behind Recommendation Engines
  • Working on Case Study with R

Dimension Reduction:

  • Theory behind Recommendation Engine
  • Working on Case Studies
  • Popular Machine Learning Algorithms
  • Clustering, Classification and Regression
  • Supervised vs Unsupervised Learning
  • Choice of Machine Learning
  • Simple and Multiple Linear Regression
  • KNN etc...
  • Theory of Linear Regression
  • Hands on with use Cases
  • Naïve Bayes for text classification
  • New Articles Tagging
  • K-means Clustering
  • Tuning with Hyper Parameters
  • Popular ML Algorithms
  • Clustering, Classification and Regression
  • Supervised vs Unsupervised
  • Choice of ML Algorithm
  • Ensemble Theory
  • Random Forest Tuning
  • Simple and Multiple Linear regression
  • KNN
  • Text Processing with Vectorization
  • Sentiment analysis with TextBlob
  • Twitter sentiment analysis.
  • Basic ANN network for regression and classification
  • Tensorflow work flow demo and intro to deep learning

OFFERED MACHINE LEARNING COURSES IN SINGAPORE

MACHINE LEARNING TRAINING COURSE REVIEWS

ABOUT DATAMITES MACHINE LEARNING TRAINING IN SINGAPORE

A career in machine learning helps you run alongside the digital revolution that we all know is currently happening in almost every sector. Professionals skilled in machine learning have several avenues open to them, from which they can choose the one that interests them the most and pays them according to their skills.

DataMites® is a global leader in data science and machine learning disciplines, providing effective training that meets the needs of the rapidly changing industry. DataMites have offices in India, the United Kingdom, the United States, Saudi Arabia, the United Arab Emirates, South Africa, the Philippines, and other nations. Above all, the International Association of Business Analytics Certification has recognized our courses (IABAC) We promise a fantastic learning experience along your machine learning journey since we've guided over 50k learners.

Why is machine learning an exciting field to kick-start your career?

  1. Immense Career Paths to choose from:  Within the sector, there are several career routes to select from. You can work as a Machine Learning Engineer, Data Scientist, NLP Scientist, Business Intelligence Developer, or Human-Centered Machine Learning Designer if you have a background in machine learning.
  2. High Call for ML Specialization: People with machine learning abilities are in high demand and in short supply, which helps explain why these professions are so valuable. Bidding wars for AI talent have been reported, as digital behemoths compete for the best minds in the field.
  3. Get on board and solve real-world problems — In this digital era, businesses confront a slew of problems that machine learning promises to solve. Naturally, a profession that allows you to work and solve real-world problems provides a lot of joy.
  4. Learn and grow - Because machine learning is on the rise, getting into the industry early allows you to see trends firsthand and maintain your market relevance, enhancing the worth of your business.
  5. Take a detour into data science - Machine learning abilities can help you broaden your job options. With machine learning skills, you may wear two hats, one of which is that of a data scientist. Gain experience in both sectors at the same time to become a valuable resource and begin an exciting journey filled with challenges, changes, and information.
  6. Create a successful career - One of the main reasons why many of us consider ML to be a rewarding vocation is the average compensation of an ML engineer. Because the sector is growing, this number is likely to increase in the coming years.

Career progression is exponential. We should realize that machine learning is still in its early stages of adoption, despite everything. However, the future appears to be quite promising. People that are interested in this profession will have no reservations about choosing this selection later in life. Machine learning has a high average pay, making it a rewarding career choice for everyone.

Machine learning professionals will be needed whenever AI systems are used to help enhance the results of that AI technology, and as we discussed in our recent essay on what makes AI so vital, these revolutionary technologies have a wide range of applications.

The most powerful Machine Learning Courses are Machine Learning Expert, Machine Learning Foundation, and Machine Learning with Python, all of which will help you comprehend areas that are incredibly popular in today's day and age. The International Association of Business Analytics Certification (IABAC), which has a global reputation, has recognized DataMites® Machine Learning Certification Courses in Singapore. Machine Learning Training from DataMites® is very affordable, and you may get high-quality training in real-time.

We provide 6 monthly Machine Learning Courses in Singapore with Online Machine Learning Training in Singapore that would be imparted within a three-phase learning method.

Phase 1 = It's time to get ready for the upcoming course; candidates will be provided with high-quality self-study videos and materials to help them get to the bottom of the curriculum entirely.

Phase 2 = The main stage of Live Intensive Training, which includes hands-on capstone projects and the IABAC Machine Learning Certification in Singapore, which is a global certification.

Phase 3 = Projects, Internships, and Job Ready Program.

Courses we offer in Machine Learning:

Machine Learning Expert - Machine learning experts must create programs that allow computers to self-learn and generate outcomes without the need for human input. Machine Learning Specialist certifies you as a machine learning, artificial intelligence, and data science expert, as the name implies. The Machine Learning Expert Training will continue for five months.

Machine Learning Foundation - A beginner's course designed to assist newcomers in learning about machine learning. Machine Learning Algorithms, Supervised Learning 1, Supervised Learning II, Unsupervised Learning, and Dimensionality Reduction are some of the subjects covered in this course. The Machine Learning Foundation Courses are intended to be completed over the course of two months.

Machine Learning - Tensorflow - Tensorflow is an open-source artificial intelligence library that uses data flow graphs to build models. For categorization, perception, discovery, prediction, and invention, TensorFlow is frequently utilized. Machine Learning with Tensorflow is a course that will explain to you how to get started with Tensorflow and how to learn more about statistics and build Machine Learning models and algorithms using real-world data. The Tensorflow Machine Learning training curriculum lasts five months.

Python for Machine Learning - Python is a general-purpose programming language that can handle a broad range of sophisticated machine-learning tasks and allows you to easily create prototypes for machine-learning testing. The Python with Machine Learning course teaches you how to build Machine Learning algorithms in Python from the ground up. This course covers Python's role in machine learning, statistics, algorithms, data processing, and more. The DataMites® Machine Learning with Python Training curriculum lasts five months!

The focus on digitization is as intense as it has ever been in 2022. Machine learning and artificial intelligence (AI) assist IT executives and worldwide organizations in surviving the global pandemic with low damage. And the need for people who can apply data science and machine learning approaches is growing.

Singapore is Asia's and the world's leading startup hotspot. Singapore is one of the world's most technologically advanced ICT markets and one of the most wired countries. Singapore is also the hub for start-up businesses. It is also referred to as Asia's Silicon Valley. The DataMites® online machine learning course fee in Singapore is SGD 848.71 whereas now you can get the machine learning course online for just  SGD 425.15.

Pursuing a job in machine learning can help you be a part of the digital transformation we're talking about in industries like healthcare, retail, logistics, and manufacturing. Having machine learning skills makes you a valuable resource in any industry, which means you have a lot of options. As an ML professional, you will have complete control in this manner. If you're interested in pursuing a machine learning career, have a look at our Machine Learning program.

Along with the machine learning course, DataMites also provides data engineer, data analyst course, deep learning, data science, r programming, python training, power bi, tableau, artificial intelligence,mlops and data analytics courses in Singapore.

ABOUT MACHINE LEARNING COURSE IN SINGAPORE

FAQ’S OF MACHINE LEARNING COURSE IN SINGAPORE

The DataMites Placement Assistance Team(PAT) facilitates the aspirants in taking all the necessary steps in starting their career in Data Science. Some of the services provided by PAT are: -

  • 1. Job connect
  • 2. Resume Building
  • 3. Mock interview with industry experts
  • 4. Interview questions

The DataMites Placement Assistance Team(PAT) conducts sessions on career mentoring for the aspirants with a view of helping them realize the purpose they have to serve when they step into the corporate world. The students are guided by industry experts about the various possibilities in the Data Science career, this will help the aspirants to draw a clear picture of the career options available. Also, they will be made knowledgeable about the various obstacles they are likely to face as a fresher in the field, and how they can tackle.

No, PAT does not promise a job, but it helps the aspirants to build the required potential needed in landing a career. The aspirants can capitalize on the acquired skills, in the long run, to a successful career in Data Science.

MACHINE LEARNING PROJECTS

MACHINE LEARNING JOB INTERVIEW QUESTIONS

Global MACHINE LEARNING TRAINING Countries

popular career ORIENTED COURSES

DATAMITES POPULAR COURSES


HELPFUL RESOURCES - DataMites Official Blog




HongKong - Singapore Address