MACHINE LEARNING CERTIFICATION AUTHORITIES

Machine Learning Course Features

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MACHINE LEARNING COURSE FEES IN BANGLADESH

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SYLLABUS OF MACHINE LEARNING CERTIFICATION IN BANGLADESH

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 BANGLADESH

MACHINE LEARNING TRAINING COURSE REVIEWS

ABOUT DATAMITES MACHINE LEARNING TRAINING IN BANGLADESH

The World Economic Forum predicts that by 2025, automation, artificial intelligence, and machine learning will create 97 million new employment. Due to the potential for AI technology to have such a dramatic impact on society and existing corporate processes, including changes to planning, logistics, operations, and manufacturing, machine learning professionals are in high demand.

DataMites®, a leading global provider of training in the domains of data science and machine learning, provides effective training that meets the expectations of the industry's rapid transformation. DataMites offers training services in a number of nations, including South Africa, the Philippines, Saudi Arabia, the United Arab Emirates, the United Kingdom, and India. We can guarantee that your machine-learning experience will be joyful because we have helped more than 50k students. But probably most significantly, the International Association of Business Analytics Certification has acknowledged the caliber of our courses (IABAC).

The three most effective machine learning courses—Machine Learning Expert, Machine Learning Foundation, and Machine Learning with Python—all assist you in understanding topics that are highly prevalent in the modern world. The prestigious International Association of Business Analytics Certification has granted its endorsement to the DataMites® Machine Learning Certification Courses in Bangladesh. DataMites® offers extremely affordable coaching in real-time.

In Bangladesh, we offer three-phase, six-monthly machine learning courses in addition to online training.

Phase 1: To assist applicants in completing the full curriculum and preparing for the following course, they will be provided with outstanding self-study videos and materials.

Phase 2 is the primary Live Intensive Training phase and it involves practical capstone projects and international certifications like the IABAC Machine Learning Certification in Bangladesh.

Phase 3 consists of projects, internships, and the Career Ready Program.

Our machine learning training programs in Bangladesh cover;

Machine Learning Expert - Programmers must enable computers to learn on their own and produce results without requiring human input. As the name implies, the Machine Learning Expert certification verifies your knowledge in machine learning, artificial intelligence, and data science. The ongoing, five-month Machine Learning Expert Training course.

Machine Learning Foundation - By enrolling in the Machine Learning Foundation course, beginners can learn about machine learning. This course covers a variety of topics, including supervised and unsupervised learning, dimensionality reduction, and machine learning techniques. The two-month completion goal for the Machine Learning Foundation Courses.

Machine Learning with Tensorflow - Building machine learning models using data flow graphs is possible using TensorFlow, an open-source artificial intelligence toolkit. TensorFlow is frequently used for categorization, perception, discovery, prediction, and creativity. The "Machine Learning with Tensorflow" course will teach you how to use Tensorflow, improve your statistical knowledge, and create machine learning models and algorithms using real-world data. The duration of the five-month Tensorflow Machine Learning training course is.

Python for Machine Learning - Python is a general-purpose programming language that may be used to swiftly develop machine learning testing prototypes and manage a number of difficult machine learning tasks. Building Machine Learning algorithms from scratch in Python is something you learn how to do in the Python with Machine Learning course. Applications of Python to data processing, statistics, algorithms, machine learning, and other topics are covered in this course. It is presently possible to enroll in the five-month DataMites® Machine Learning with Python Training Program.

Machine Learning with R - R is used for machine learning, or "machine learning using R." The R is used for "machine learning using R," often known as "machine learning." The most effective data scientists in the world use R, a powerful machine learning framework. The course covers R for machine learning, fundamental statistics for ML, an introduction to ML, data processing for ML, ML algorithms, constructing and training ML models, and a case study from the real world. R-based DataMites ML is a five-month training course.

Throughout time, a large number of IT businesses have expanded, and initiatives are now being started to create a "Digital Bangladesh." Bangladesh's IT industry is growing quickly, and IT firms have made a commitment to serving both domestic and international customers.

The price of a DataMites® online machine learning course in Bangladesh can range from BDT 26,129 to BDT 78,388, depending on the course you enroll in. If you want to work in this industry, you must be willing to constantly learn new skills as technology develops. DataMites is here to help you achieve the best you can in the machine learning industry.

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

ABOUT MACHINE LEARNING COURSE IN BANGLADESH

FAQ’S OF MACHINE LEARNING COURSE IN BANGLADESH

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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