Machine Learning Training in Portland

Best Machine Learning Training in Portland

SynergisticIT offers all-inclusive Machine Learning training that takes you from Machine Learning fundamentals to advanced concepts. It is a hands-on training program where students learn Machine Learning by working on live projects and case studies. Our live instructors with 10+ years of experience assist you throughout this intensive training and give real-time performance reports to help you meet your learning goals. If you want to make it big in this rewarding technology, consider enrolling in this online Machine Learning training in Portland.

Is getting Machine Learning Training worth it ?

Machine Learning is a highly in-demand skill in the IT industry. It is expected to expand by $31 billion by 2024. Besides, the forecasted global growth of ML will be $152.24 billion by 2028. This will create a tremendous number of jobs for skilled ML professionals. So, getting Machine Learning training in Portland can be the safest bet to building a winning tech career.

Today, Machine Learning majorly impacts different domains such as Finance, Healthcare, Transportation, Manufacturing, Advertising, Education, Technology, etc. Thus, acquiring Machine Learning skills can widen the scope of your job search.

Most reputed companies hire Machine Learning Engineers at lucrative salaries ranging from $75,000 to $180,000 per annum. It includes some top brands like Adobe, IBM, eBay, Accenture, Google, Twitter, Apple, and Airbnb. If you wish to work in Fortune 500 Companies, you must pursue Machine Learning.

Machine Learning Training Bootcamp in Portland

Machine Learning supports the advancement of various real-world applications such as chatbots, auto-driven cars, image recognition systems, video surveillance, product recommendations, traffic alerts, etc. It shows the paramount importance of Machine Learning; hence, enrolling in the best Machine Learning training in Portland is certainly a smart career move.

Big Companies looking to hire Machine Learning Engineers

The curriculum of our Machine Learning Training

Our Machine Learning training in Portland offers a well-rounded knowledge of Machine Learning. It focuses on the core concepts of AI and ML, including Data Manipulation, Logistics Regression, Decision Tree, Text Mining, NLP, Python, Naive Bayes, Unsupervised, Supervised, Reinforcement learning, etc. This training makes you competent in visualizing and preparing data, framing the problem, choosing the right Machine Learning model, drawing gainful insights, and building predictive models.

Beginner’s - Artificial Intelligence, Machine Learning and Business Analytics

  • Business Analytics & Business Intelligence
  • How to Work in the Cloud Practical Session
  • Machine Learning & Artificial Intelligence

Advanced - Artificial Intelligence and Machine Learning

  • Decision Tree and Random Forest Algorithm
  • Naïve Bayes and KNN Algorithm
  • Support Vector Machine Algorithm

Deep Learning and Computer Vision

  • Natural Language Processing (NLP) & Text Mining
  • Sentiment Analysis using Text Blob Practical Session and Task
  • Recommendation System Project Session and Task
  • Natural Language Processing using NLTK Practical Session and Task
  • Market Basket Analysis Session and Task

Python and Statistics for Data Science

  • Python Introduction and Practical Task
  • Numerical Python Practical Session and Task
  • Matplotlib Data Visualization
  • Pandas Data Analysis

Data Manipulation: Cleansing – Munging

  • Cleansing Data with Python
  • Filling missing values using lambda function and concept of Skewness.
  • Data Manipulation steps like sorting, filtering, merging, appending, derived variables, formatting, etc.

Data Analysis: Visualization Using Python

  • Introduction exploratory data analysis
  • Descriptive statistics, Frequency Tables and summarization
  • Univariate Analysis
  • Bivariate Analysis
  • Creating Graphs- Bar/pie/line chart/histogram/ boxplot/ scatter/ density)
  • Important Packages for Exploratory Analysis (NumPy Arrays, Matplotlib, seaborn, Pandas.

String Objects and Collection

  • String Object Basics and Methods
  • Splitting and joining strings
  • String Format Functions
  • List object Basics and Methods

Machine Learning-1

  • Introduction
  • Supervised, Unsupervised, Semi-supervised & Reinforcement
  • Train, Test & Validation splits
  • OverFitting & UnderFitting
  • Linear regression
  • R-square & adjusted R-square
  • Intro to Scikit learn
  • Training methodology
  • Hands on linear regression
  • Logistics regression
  • Precision Recall
  • Confusion matrix
  • ROC-Curve

Machine Learning-2

  • Decision tree
  • Cross validation
  • Bias vs variance
  • Ensemble approach
  • Bagging & boosting
  • Random forest
  • Variable importance

Machine Learning-3

  • XGBoost
  • Hyper parameter optimization
  • Random search cv
  • Grid search cv
  • Knearest neighbour
  • Lazy learners
  • Curse on dimensionality
  • KNN issues
  • Hierarchical Clustering
  • K-Means

Machine Learning-4

  • SVR
  • SVM
  • Naïve Bayes
  • Polynomial Regression
  • Ada Boost
  • Gradient Boost
  • Isolation Forest

Deep Learning

  • What is Deep Learning?
  • How do neural networks work?
  • Back propagation
  • ANN in python
  • What are convolutional neural networks?
  • Installing Tensor Flow & Keras
  • CNN in python
  • Activation function & Epoch

Natural Language Processing

  • NLP with Python
  • Sentiment analysis
  • Bags of words
  • Stemming
  • Tokenization

Tableau

  • Working with Tableau
  • Data organization
  • Creation of parameters
  • Advanced visualization
  • Dashboard data presentation

Model Deployment

  • Flask Introduction
  • Flask Application
  • Django end to end

Best Career Options after Machine Learning Training

Many people presume that Machine Learning will soon take over human jobs. As per a recent report by the World Economic Forum, Machine Learning systems will replace around 85 million jobs by 2025. However, it is not applicable for all job positions. The advancement in AI and Machine Learning has created many new career options for skilled ML professionals. Let’s look at the most rewarding positions you can explore after attending Machine Learning training in Portland:

Machine Learning Engineer

Human-Centered AI Designer

BI Developer

Data Scientist

NLP Scientist

Cybersecurity Analyst

Robotics Engineer

Machine Learning Training Program in Portland
Machine Learning Training in Portland

Who can take our Machine Learning Training in Portland ?

Our Machine Learning training is not targeted to a particular group of learners, so anyone can enroll despite being a fresher or college graduate with little or no technical experience. This training can majorly benefit the following individuals:

  • Graduates wanting to build a foundation in Machine Learning
  • Developers who want to shift to Big Data technology
  • Aspiring Machine Learning Engineer, Data Scientist, Big Data Analyst, or Analytics Professionals
  • Mid-level Executives

Get started with Machine Learning today, fast track your tech career. This online Machine Learning training provides a complete overview of Machine Learning methodologies, to prepare you well for your next occupation as a Machine Learning Engineer. Our instructors allot project work as well as assignments to help you gain some real-world exposure in Machine Learning. Let’s meet your career goals. SynergisticITHome of the Best Data Scientists and Software Programmers in the Bay Area.

train to grow- Machine Learning

Frequently Asked Questions on Machine Learning

What Our Candidates Say About Us ?

Google Reviewer

A great company to further your career an grow as a developer. The management is amazing and you will have an opportunity to get certified in many ways. If you are on OPT, this is a great chance for you to learn about new technologies and gain valuable experience.

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Google Reviewer

Good place in terms of project, skills and level of knowledge attained. Treat you like kids sometimes. Took bootcamp in SF was unable to get a job and came to them on a friend’s referral. I am sure their results speak for themselves. All my peers and me and alumni had offers once we were…

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Minh Ho

Good place for anyone struggling to find a technology job with bigger name clients. I worked with them for some time like a year back or so and after my experience with them I had upgraded my coding skills to the standards of major it organizations. Synergisticit is in my opinion one of the very…

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Menglee Guy

Synergistic was the best decision I made for my career. I worked on multiple projects here. I learned lots of in demand skills relevant to this industry. I was able to obtain multiple job offers in this highly competitive market. Before I joined, I have applied at hundreds of places and maybe a handful would…

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