MACHINE LEARNING CERTIFICATION AUTHORITIES

Machine Learning Course Features

MACHINE LEARNING LEAD MENTORS

MACHINE LEARNING COURSE FEES IN COLOMBO

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SYLLABUS OF MACHINE LEARNING CERTIFICATION IN COLOMBO

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 COLOMBO

MACHINE LEARNING TRAINING COURSE REVIEWS

ABOUT DATAMITES MACHINE LEARNING TRAINING IN COLOMBO

Machine learning is expected to have a global market worth $17.1 billion in 2021 and $90.1 billion in 2026, with a compound annual growth rate (CAGR) of 39.4% for that time frame. (BCCResearch) This developing technology benefits all kinds of companies across all sectors and offers countless options. From healthcare to financial services, transportation to cyber security, and marketing to the government, machine learning can help any type of organization adapt and move forward in an agile way!

DataMites®, a preeminent international provider of training in data science and machine learning, offers efficient training that satisfies the demands of the sector's quick transition. South Africa, the Philippines, Saudi Arabia, the United Arab Emirates, the United Kingdom, and India are just a few of the countries where DataMites provides training services. Because we have aided more than 50k pupils, we can promise that your machine-learning experience will be enjoyable. Most significant, however, is that the International Association of Business Analytics Certification has recognized the quality of our courses (IABAC).

The top three machine learning courses —Machine Learning Expert, Machine Learning Foundation, and Machine Learning with Python—all help you comprehend subjects that are quite common in contemporary society. The highly regarded DataMites® Machine Learning Certification Courses in Colombo have received the seal of approval from the famous International Association of Business Analytics Certification. DataMites® provides in-the-moment coaching at incredibly low prices.

Also, we provide three-phase, six-monthly machine learning courses in Colombo and online training.

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

In Phase 2, which is the main Live Intensive Training phase, students complete real-world capstone projects and receive international certifications like the IABAC Machine Learning Certification in Colombo.

Projects, internships, and the Career Ready Program make up Phase 3.

Our machine learning training in Colombo covers the following;

Machine Learning Expert - Programmers need to provide computers the ability to learn on their own and deliver outcomes without the need for human input, or they will become experts in machine learning. Your understanding of machine learning, artificial intelligence, and data science is validated by the Machine Learning Expert certification, as the name suggests. the five-month, ongoing Machine Learning Expert Training program.

Machine Learning Foundation - Beginners can learn about machine learning by enrolling in the Machine Learning Foundation course. In addition to dimensionality reduction and machine learning approaches, this course also covers supervised and unsupervised learning. The machine learning foundation courses should be finished in two months.

Machine Learning with Tensorflow - TensorFlow is an open-source artificial intelligence toolkit that makes it feasible to build machine learning models using data flow graphs. Categorization, perception, discovery, prediction, and creativity are all common uses for TensorFlow. You will learn how to utilize Tensorflow, advance your statistical understanding, and develop machine learning models and algorithms using real-world data in the "Machine Learning with Tensorflow" course. The five-month Tensorflow Machine Learning training program lasts for.

Python for Machine Learning - is a general-purpose programming language that can be used to quickly create machine learning testing prototypes and handle a variety of challenging machine learning tasks. The Python with Machine Learning course shows you how to create Machine Learning algorithms in Python from scratch. This course explores how Python can be used in data processing, statistics, algorithms, machine learning, and other areas. The DataMites® Machine Learning with Python Training Program, which lasts five months, is currently open for enrollment.

Machine learning using R - R is a potent machine learning framework that the world's best data scientists utilize. R for machine learning, fundamental statistics for ML, an introduction to ML, data processing for ML, ML algorithms, building, and training ML models, and a case study from the real world is all topics covered in the course. The five-month training program for DataMites ML based on R.

Colombo, which is also the nation's most populous city, serves as both Sri Lanka’s administrative and judicial capital. The IT industry in Colombo is also expanding! The price of a DataMites® online machine learning course in Colombo can range from LKR 82,816 to LKR 248,450, depending on the course you enroll in. Being an ML Engineer in Colombo is a rewarding profession and is sure to give you handsome pay, So why not take advantage of this and learn machine learning in Colombo?

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

ABOUT MACHINE LEARNING COURSE IN COLOMBO

FAQ’S OF MACHINE LEARNING COURSE IN COLOMBO

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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