Machine Learning Training in Portland

SKU: 12288
8 Lesson
|
36 Hours
igmGuru’s Machine Learning training in Portland is conducted by industry professionals to help you become an expert in highly sought after skills of the modern world including deep learning, generative AI, ChatGPT, NLP, prompt engineering, and much more. As you enroll in the best Machine Learning training institute in Portland, you are sure to find yourself getting the exposure to some of the top growth opportunities in the field. Enroll now!

Machine Learning Course in Portland Overview

IgmGuru offers one of the best Machine Learning Training in Portland. Machine Learning Course in Portland has been curated after consulting people from the industry and academia. Industry leaders who have delivered successful products and services to their clients have contributed to the course design. IgmGuru is very upbeat about the course as this makes learners industry ready and machine learning as a skill set is something which is much sought after in the market. In today’s world, ML has proved to be among the hottest and demanding technologies available.

IgmGuru is one the best Machine Learning Training Institute in Portland which deliver high level of quality training with the help of Industry Machine learning Experts.

As you must be aware, there are a lot of applications that are a by-product of Machine learning techniques. Machine learning is one of the hottest skills in today’s market. In fact, as per one of the recent LinkedIn surveys, there are lots of machine learning jobs available. Additionally, there is a tremendous growth rate for machine learning related jobs as well. Another reason which could oblige you to seriously think about this skill set is automation. As we must have heard about reports stating that there are a lot of jobs which could vanish due to automation in the next few years. Upskilling is an area that is automation proof that is something everyone would like to acquire. And this is where we the best machine learning certification training curated for learners.

IgmGuru offers one of the best Machine Learning Training in Portland that covers all the skills required to become proficient in the ML domain. There will be a lot of business-world projects in which learners would be implemented to apply and enhance understanding. Hence, by leveraging IgmGuru’s this course, learners’ will be exposed to numerous high-paying opportunities.

There are a lot of companies hiring machine learning engineers/specialists. Notable among them are the IT companies like IBM, Accenture, Apple, Walmart, Google, Ola, Flipkart, and a lot more. Learners’ who would finally be acquiring the skill set in this machine learning online training would end up in the below-mentioned profiles

  1. Machine learning engineer
  2. Machine learning specialist
  3. Machine learning research engineer
  4. Data Scientist (at times)

Machine learning is a set of statistical techniques that could be built using any tool/platform or programming language targeting a specific business problem. The tool used is to express the techniques and statistical concepts of machine learning in a business area. The tool of our choice for this machine learning certification course is one of the most famous and easy to use a programming language which also finds a lot of preference in the industry owing to its ease of deployment and extensive community support. The tool is an open-source programming language, based on the concept of object-oriented programming language known as Python. Python is a programming language that could be used to do a lot of things, but learners will focus on the machine learning aspect of it in this machine learning training online in Portland.

Machine learning has been broadly classified into three categories – supervised, unsupervised, and reinforcement. Our focus of interest would be mostly into the Supervised and Unsupervised area.

Machine learning (ML) is the study of computer algorithms that improve automatically through experience. Machine learning is an application of artificial intelligence that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.

Machine Learning Training in Portland focuses on the development of computer programs that use data to understand patterns and relationships on their own. The primary aim of this course is to allow the computers to learn automatically without human intervention or assistance and adjust actions accordingly.

Objectives of Machine Learning Course in Portland.
  • Learners would be made familiar with the various types of machine learning techniques under each supervised and unsupervised learning methods in the certification course in machine learning.
  • They would also have a very good idea about the usage of the techniques depending on the business problems.
  • We will be specifically focussing on supervised techniques like classification and regression, unsupervised learning methods like clustering analysis, principal component analysis, and would be helping learners understand these concepts by practicing a lot of use cases.
  • Each session ends with assignments and tasks that you need to solve based on the available dataset. Further, you will work on many industry-specific projects that will solidify your skills.

Key Deliverable's in Machine Learning Training in Portland.
This course will mostly deal with the below things

  • Define Machine learning problem/objective
  • Data preparation for building the algorithm
  • Difference between supervised and unsupervised techniques
  • Understanding the usage of supervised and unsupervised learning techniques
  • Choosing the best algorithm for a given problem
  • Understanding the various accuracy measures
  • Tuning machine learning models
  • Machine learning model maintenance

Using Python as a preferred tool for learning and applying concepts of various machine learning algorithms, we will go through different types of Python libraries used for building types of machine learning models in this machine learning certification course. While we will also understand the basic structure of supervised and unsupervised learning techniques, we will also get to know about the various libraries available at each and every stage of the model building phase. We will get accustomed to the different libraries that we need to use during this phase of model building, checking the model’s accuracy, and validating the model as well.

Python offers an opportune playground for experimenting with Machine learning algorithms due to the readability and syntactical efficiency of the language. A Python framework is an interface or tool that allows developers to build ML models easily, without getting into the depth of the underlying algorithms. Python libraries are specific files containing pre-written code that can be imported into your codebase by using Python’s import feature. The top 10 Python packages for machine learning are matplotlib, natural language tool kit, scikit-learn, pandas, NumPy, scipy, seaborn, Keras, TensorFlow. We will go through the most important ones in the machine learning certification course in Portland.

Key Features

Machine Learning Training in Portland Modules

1. Artificial Intelligence
2. Machine Learning
3. Machine Learning algorithms
4. Applications of Machine Learning

1. Supervised learning
2. Unsupervised learning
3. Semi-supervised and Reinforcement learning
4. Bias and variance trade-off
5. Representation learning

1. Data preparation
2. Feature engineering
3. Feature scaling
4. Datasets
5. Dimensionality reduction

1. Concepts of linear algebra
2. Eigenvalues, eigenvectors, and eigendecomposition
3. Introduction to Calculus
4. Probability and statistics

1. Regression and its types
2. Linear regression: Equations and algorithms

1. Meaning and types of classification
2. Logistic regression
3. K-nearest neighbors
4. Support vector machines
5. Kernel support vector machines
6. Naive Bayes
7. Decision tree classifier
8. Random forest classifier

1. Clustering algorithms
2. K-means clustering

1. Meaning and importance of Deep Learning
2. Artificial Neural Networks
3. TensorFlow

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Course Fees

Online Class Room Program

US $ 599.00
Refund Policy
  • Duration : 36 hrs
  • Lifetime Free Upgrade
  • Reference Documents
  • 24x7 Support & Access

Corporate Training

  • Customized Training Delivery Model
  • Flexible Training Schedule Options
  • Industry Experienced Trainers
  • 24x7 Support

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Machine Learning Certification in Portland

To accomplish your Machine Learning course in Portland finish testament, you have to experience the accompanying prerequisite:

  • Finish 36 hours of the Machine Learning web-based preparing program.
  • Score 60% of imprints in the test led by IgmGuru.

IgmGuru Machine Learning Certification will be awarded after the completion of training and upon scoring at least 60 percent in the test. You would be glad to know that IgmGuru certification is accepted in multinational companies.

Machine Learning Certification in Portland

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