SYLLABUS OF MACHINE LEARNING CERTIFICATION IN BANGKOK

Machine Learning Introduction

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

Machine Learning Algorithms

Popular Machine Learning Algorithms
Clustering, Classification and Regression
Supervised vs Unsupervised Learning
Choice of Machine Learning

Supervised Learning

Simple and Multiple Linear Regression
KNN etc...

Linear Regression and Logistic Regression

Theory of Linear Regression
Hands on with use Cases

Naïve Bayes Classifier

Naïve Bayes for text classification
New Articles Tagging

Advanced Machine Learning Concepts

Tuning with Hyper Parameters
Popular ML Algorithms
Clustering, Classification and Regression
Supervised vs Unsupervised
Choice of ML Algorithm

Support Vector Machine (SVM)

Simple and Multiple Linear regression
KNN

Natural Language Processing (NLP)

Text Processing with Vectorization
Sentiment analysis with TextBlob
Twitter sentiment analysis.

Artificial Neural Network (ANN)

Basic ANN network for regression and classification

Tensorflow overview and Deep Learning Intro

Tensorflow work flow demo and intro to deep learning

MACHINE LEARNING TRAINING COURSE REVIEWS

ABOUT DATAMITES MACHINE LEARNING TRAINING IN BANGKOK

Machine learning engineering is the top employment opportunity according to Indeed.com! Due to its cutting-edge technology and attractive job options, machine learning has recently received a lot of attention. You can participate in the digital transformation taking place in sectors including manufacturing, shipping, healthcare, and retail by pursuing a career in machine learning.

DataMites®, a leading global source of data science and machine learning training, provides effective training that meets the expectations of the sector's rapid shift. With DataMites, training services are provided in a number of nations, including India, Saudi Arabia, the United Arab Emirates, the Philippines, South Africa, and the Philippines. Our expertise in working with more than 50k students allows us to guarantee that your machine-learning experience will be enjoyable. Our courses' excellence has been acknowledged by the International Association of Business Analytics Certification.

The three best machine learning courses—Machine Learning Expert, Machine Learning Foundation, and Machine Learning with Python—all aid in your comprehension of topics that are incredibly popular in the modern period. The highly regarded International Association of Business Analytics Certification has given the DataMites® Machine Learning Certification Courses in Bangkok its seal of approval. DataMites® offers very affordable real-time coaching.

We also provide online training in Bangkok along with three-phase, six-monthly machine learning courses.

Phase 1: To assist applicants in completing the curriculum and preparing for the following course, they will be provided with excellent self-study videos and resources.
Phase 2 is the primary Live Intensive Training phase; it involves real-world capstone projects and global certifications like the IABAC Machine Learning Certification in Bangkok.
Program Phase 3 consists of the Career Ready Program and projects.

Here are some of the machine learning programs in Bangkok that we provide:

Machine Learning Expert - Programmers must make it possible for computers to learn on their own and produce results without requiring human input. Your mastery in data science, machine learning, and artificial intelligence is recognized by the Machine Learning Expert certification, as its name suggests. program for machine learning experts, which runs continuously for five months.

Machine Learning Foundation - Enrolling in the Machine Learning Foundation course will teach beginners about machine learning. This course covers a wide range of topics, including dimensionality reduction, supervised and unsupervised learning, and machine learning methodologies. The goal of two months for finishing the Machine Learning Basic Courses.

Machine Learning with TensorFlow - Using data flow graphs, the open-source artificial intelligence toolkit TensorFlow builds machine learning models to enable machine learning. TensorFlow is often used for categorizing, seeing, discovering, predicting, and being creative. You will improve your statistical knowledge, learn how to use Tensorflow, and create machine learning models and algorithms using real data with the aid of the "Machine Learning with Tensorflow" course. For Tensorflow machine learning, a five-month training course has been developed.

Machine Learning with Python - Using Python for machine learning Python is a general-purpose programming language that may be used to manage many difficult machine learning tasks and quickly create machine learning testing prototypes. Create your own Machine Learning algorithms with the Python with Machine Learning course. The course covers Python's applications for data processing, statistics, algorithms, machine learning, and other subjects. The DataMites® Machine Learning with Python Training Program is now accepting enrollments for its five-month duration.

Machine Learning using R - The greatest data scientists in the world utilize R, which is a powerful machine learning framework. The course covers machine learning fundamentals, data processing for ML, ML algorithms, constructing and training ML models, and a case study from the real world. Five months are required to complete the R-based DataMites ML training course.

Bangkok has seen a rapid increase in coworking spaces, making it much simpler for entrepreneurs, businesspeople, and those just starting out to network and have a place to grow their enterprises. Depending on the course you choose to take, the cost of DataMites® online machine learning courses in Bangkok can range from THB 8431 to THB 25,294. Having a Machine Learning Certification can enhance resumes and make you more appealing to employers!

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

FAQ’S OF MACHINE LEARNING COURSE IN BANGKOK

What are the services provided by the Placement Assistance Team?

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

How are the career mentoring sessions structured?

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.

Does the Placement Assistance Team(PAT) guarantee a job?

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.