MACHINE LEARNING CERTIFICATION AUTHORITIES

Machine Learning Course Features

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MACHINE LEARNING COURSE FEES IN INDONESIA

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SYLLABUS OF MACHINE LEARNING CERTIFICATION IN INDONESIA

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 INDONESIA

MACHINE LEARNING TRAINING COURSE REVIEWS

ABOUT DATAMITES MACHINE LEARNING TRAINING IN INDONESIA

At a compound annual growth rate (CAGR) of 39.4% from 2021 to 2026, the global market for machine learning should increase from $17.1 billion in 2021 to $90.1 billion by 2026, per BCC Research. Machine learning is a burgeoning technology that serves all types of businesses in all industries. The possibilities are endless. Machine learning can assist any sort of organization to adapt and move forward in an agile manner, from healthcare to financial services, transportation to cyber security, and marketing to the government!

DataMites®, a top provider of data science and machine learning training globally, offers efficient training that satisfies the demands of the sector's quick transition. Several countries, including South Africa, the Philippines, Saudi Arabia, the United Arab Emirates, the United Kingdom, and India, offer training services through DataMites. We can ensure that your machine-learning experience will be pleasurable because we have helped more than 50k students. The International Association of Business Analytics Certification has also recognized the quality of our courses.

The three most effective machine learning courses—Machine Learning Expert, Machine Learning Foundation, and Machine Learning with Python—all help you comprehend subjects that are extremely common in the contemporary era. The famous International Association of Business Analytics Certification has given the DataMites® Machine Learning Certification Courses in Indonesia its seal of approval. Real-time coaching is provided by DataMites® at very low prices.

As well as three-phase, six-monthly machine learning courses, we provide online training in Indonesia.

Phase 1: Applicants will receive exceptional self-study videos and tools to help them complete the entire curriculum and get ready for the next course.

Phase 2 is the main Live Intensive Training phase, and it includes real-world capstone projects and international certifications like the IABAC Machine Learning Certification in Indonesia.

The Career Ready Program and projects make up Phase 3 of the program.

Our training courses in Indonesia for machine learning include;

Machine Learning Expert - Programmers must make it possible for computers to learn on their own and deliver outcomes without the need for human input. The Machine Learning Expert certification, as its name suggests, attests to your proficiency in data science, artificial intelligence, and machine learning. the five-month-long, continuous Machine Learning Expert Training program.

Machine Learning Foundation - Novices can learn about machine learning by enrolling in the Machine Learning Foundation course. This course covers a wide range of subjects, including dimensionality reduction, supervised and unsupervised learning, and machine learning approaches. The Machine Learning Foundation Courses' two-month completion target.

Machine Learning with Tensorflow - TensorFlow, an open-source artificial intelligence toolkit, enables machine learning by constructing machine learning models using data flow graphs. To categorize, perceive, discover, anticipate, and be creative, TensorFlow is commonly utilized. With the help of the "Machine Learning with Tensorflow" course, you will learn how to utilize Tensorflow, advance your statistical understanding, and develop machine learning models and algorithms using actual data. The five-month training program for Tensorflow machine learning has.

Machine Learning with Python - Python is a general-purpose programming language that may be used to manage a variety of challenging machine learning jobs and construct machine learning testing prototypes quickly. In the Python with Machine Learning course, you learn how to create Machine Learning algorithms from scratch. In this course, Python's applications to data processing, statistics, algorithms, machine learning, and other topics are addressed. Enrollment in the five-month DataMites® Machine Learning with Python Training Program is currently open.

Machine learning with R - R is a potent machine learning framework that is used by the best data scientists in the world. An introduction to machine learning, fundamental statistics for ML, data processing for ML, ML algorithms, building, and training ML models, and a case study from the real world is all covered in the course. The R-based DataMites ML training program lasts for five months.

Indonesia has risen to prominence as one of Southeast Asia's major IT giants in the twenty-first century thanks to its fastest-growing industry and established position among emerging countries. The price for DataMites® online machine learning courses in Indonesia can range from IDR 3,745,725 to IDR 11,237,175, depending on the course you enroll in.

A rewarding career can be built through machine learning. The average salary of an ML engineer is one of the main factors in this regard. As per salaryexpert.com, the average salary for a machine learning engineer in Indonesia is IDR 490,491,063 a year. This figure is probably going to rise over the next few years because the industry is expanding!

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

ABOUT MACHINE LEARNING COURSE IN INDONESIA

FAQ’S OF MACHINE LEARNING COURSE IN INDONESIA

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.

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