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MACHINE LEARNING CERTIFICATION AUTHORITIES

Machine Learning Course Features

MACHINE LEARNING LEAD MENTORS

MACHINE LEARNING COURSE FEES IN ISLAMABAD

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

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WHY DATAMITES INSTITUTE FOR MACHINE LEARNING COURSE

Why DataMites Infographic

SYLLABUS OF MACHINE LEARNING CERTIFICATION IN ISLAMABAD

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 ISLAMABAD

MACHINE LEARNING TRAINING COURSE REVIEWS

ABOUT DATAMITES MACHINE LEARNING TRAINING IN ISLAMABAD

According to BCCResearch, the market for machine learning should increase from $17.1 billion in 2021 to $90.1 billion in 2026, with a compound annual growth rate (CAGR) of 39.4% over the years 2021 to 2026! All kinds of organizations in all industries can benefit from machine learning, which is a developing technology. The options are limitless. Any type of organization, from the government to the healthcare industry, financial services to transportation, and marketing to transportation, can benefit from machine learning's ability to adapt and move forward in an agile manner.

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 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. DataMites® Machine Learning Certification Courses in Islamabad now have the support of the respected International Association of Business Analytics Certification. Real-time coaching is available through DataMites® at incredibly low prices.

The price of a DataMites® online machine learning course in Islamabad can range from PKR 67,998 to PKR 203,994, depending on the course you enroll in. Also, we provide three-phase, six-monthly machine learning courses and online training in Islamabad.

Phase 1: Outstanding self-study videos and materials will be made available to applicants in order to help them complete the entire curriculum and get ready for the next course.

The main live intensive training phase is Phase 2, which also includes practical capstone projects and foreign certifications like the IABAC Machine Learning Certification in Islamabad.

The Career Ready Program, projects, and internships make up Phase 3.

Our training courses for machine learning in Islamabad include;

Expert in machine learning - Programmers must make it possible for computers to learn on their own and generate output without the need for human input. The Machine Learning Expert certification confirms your proficiency in machine learning, artificial intelligence, and data science, as the name suggests. the ongoing, 5-month Machine Learning Expert Training program.

Machine Learning Foundation - Those who are new to machine learning can learn about it by enrolling in the Machine Learning Foundation course. The topics covered in this course range from supervised and unsupervised learning through dimensionality reduction and machine learning methods. The Machine Learning Foundation Courses completion target of two months.

Machine Learning with Tensorflow - Building machine learning models with TensorFlow is possible using data flow graphs. TensorFlow is an open-source artificial intelligence toolkit. For categorization, perception, discovery, prediction, and creativity, TensorFlow is commonly utilized. You will learn how to utilize Tensorflow in the "Machine Learning with Tensorflow" course, enhance your statistical understanding, and develop machine learning models and algorithms using real-world data. The five-month Tensorflow Machine Learning training course lasts for that amount of time.

Python for Machine Learning - Python is a general-purpose programming language that may be used to manage a variety of challenging machine learning tasks and quickly construct testing prototypes. The Python with Machine Learning course teaches you how to create Machine Learning algorithms from scratch in Python. This course covers the use of Python in data processing, statistics, algorithms, machine learning, and other areas. The five-month DataMites® Machine Learning with Python Training Program is currently open for enrollment.

Machine Learning with R - Also known as "machine learning with R," R is used for machine learning. The term "machine learning using R," which is frequently used, is utilized. R is a potent machine learning framework that is utilized by the world's best data scientists. In addition to covering R for machine learning, basic 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, the course also covers R for statistical computing.

Islamabad's IT industry is booming, and the nation depends on the new tech zones to provide jobs for the city's youth. One of the main reasons why many of us consider ML to be a rewarding vocation is the average compensation of an ML engineer. A machine learning engineer’s salary in Islamabad is PKR 7,763,400 a year as per talentup.com. Because the sector is growing, this number is likely to increase in the coming years!

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

ABOUT MACHINE LEARNING COURSE IN ISLAMABAD

FAQ’S OF MACHINE LEARNING COURSE IN ISLAMABAD

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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