MACHINE LEARNING CERTIFICATION AUTHORITIES

Machine Learning Course Features

MACHINE LEARNING LEAD MENTORS

MACHINE LEARNING COURSE FEES IN NEPAL

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SYLLABUS OF MACHINE LEARNING CERTIFICATION IN NEPAL

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 NEPAL

MACHINE LEARNING TRAINING COURSE REVIEWS

ABOUT DATAMITES MACHINE LEARNING TRAINING IN NEPAL

According to Grand View Research, the market for machine learning is expected to grow from $21.17 billion in 2022 to $209.91 billion in 2029, with a predicted CAGR of 38.8%. Machine learning has become a crucial part of many enterprises and industries in the era of modern technology. Currently, machine learning is one of the most sought-after career paths due to the field's explosive expansion, which is creating more job chances!

DataMites®, a leading source of data science and machine learning training worldwide, provides effective training that meets the expectations of the industry's rapid shift. With DataMites, a number of nations, including South Africa, the Philippines, Saudi Arabia, the United Arab Emirates, the United Kingdom, and India, provide training services. Thanks to the more than 50k students we have assisted, we can guarantee that your machine learning experience will be enjoyable. The excellence of our courses has also received recognition from the International Association of Business Analytics Certification.

The top three machine learning courses in Nepal, Machine Learning Expert, Machine Learning Foundation, and Machine Learning with Python, all help you better understand subjects that are really well-liked in the contemporary era. The DataMites® Machine Learning Certification Courses in Nepal have earned the endorsement of the prestigious International Association of Business Analytics Certification. Real-time coaching is very reasonably priced at DataMites®.

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

  1. Phase 1: Candidates will be given outstanding self-study materials to assist them to finish the curriculum and get ready for the next course.
  2. The primary Live Intensive Training phase is Phase 2, which also features real-world capstone projects and foreign certifications like the IABAC Machine Learning Certification in Nepal.
  3. Projects and the Career Ready Program make up Phase 3 of the curriculum.

We offer the following machine learning training programs in Nepal:

Expert in Machine Learning - Computers must be able to learn on their own and produce results without the assistance of humans. The Machine Learning Expert certification verifies your expertise in data science, artificial intelligence, and machine learning, as its name would imply. the program for continuous machine learning experts that lasts for five months.

Machine Learning Foundation - The Machine Learning Foundation course is a good place for beginners to start learning about machine learning. Dimensionality reduction supervised and unsupervised learning, and machine learning methodologies are just a few of the topics this course covers. Target completion time of two months for the Machine Learning Foundation Courses.

Machine Learning with Tensorflow - By building machine learning models using data flow graphs, TensorFlow, an open-source artificial intelligence toolkit, enables machine learning. TensorFlow is often used to categorize, perceive, find, foresee, and be creative. The "Machine Learning with Tensorflow" course will teach you how to use Tensorflow, improve your statistical knowledge, and create machine learning models and algorithms based on real-world data. The machine learning framework TensorFlow five-month training course has.

Python with Machine Learning - Python-based machine learning Python is a general-purpose programming language that may be used to handle a wide range of challenging machine learning tasks and develop machine learning testing prototypes quickly. With the Python with Machine Learning course, you may develop your own machine learning algorithms. Applications of Python in data processing, statistics, algorithms, machine learning, and other areas are covered throughout the course. Enrollments for the five-month DataMites® Machine Learning with Python Training Program are currently being accepted.

Machine Learning with R - R is a powerful machine learning framework that the world's top data scientists use for machine learning. The course covers machine learning basics, basic statistics for ML, data processing for ML, ML algorithms, developing and training ML models, and a case study from the real world. Five months are spent on the R-based DataMites ML training course.

Information technology (IT) is expanding rapidly both internationally and in Nepal. As technology advances, so do the Nepalese. Online commerce is rising since technology is currently Nepal's most imaginative and fast-growing industry. Depending on the course you choose, DataMites® online machine learning courses in Nepal might cost anywhere from NPR 31,939 and 95,818 NPR. Enrol in our Machine Learning program if you're thinking about a career in this field!

The capital of Nepal, Kathmandu, is not only the largest city in the nation but also has the best transit system. The Technological revolution is eagerly awaited in the city.

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

ABOUT MACHINE LEARNING COURSE IN NEPAL

FAQ’S OF MACHINE LEARNING COURSE IN NEPAL

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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