Machine Learning Training in Honolulu

Best Machine Learning Training in Honolulu

SynergisticIT offers immersive Machine Learning training that starts from basics and dives deep into high-level Machine Learning skills. We focus on instilling hands-on expertise in using advanced ML algorithms. Our instructors closely monitor your performance and provide real-time performance reports to ensure you meet your learning goals. Once you complete our Machine Learning training in Honolulu, you will become skilled in building predicting models and analyzing complex data.

Why pursue Machine Learning Training?

Machine Learning is the backbone of tech advancements and groundbreaking solutions like image recognition systems, self-driving cars, health monitoring devices, fraud protection software, product recommendation engines, etc. As Machine Learning has become such a huge part of our lives, learning your way around this technology can be a lucrative decision. The best way to master Machine Learning is to take instructor-led training. Check out some benefits of taking Machine Learning training in Honolulu:

Learn the necessary skills: Machine Learning is an interdisciplinary domain that demands specialized knowledge and skills in different concepts. Thus, it can be overwhelming and difficult to learn this highly dynamic technology on your own. So, it’s better to choose professional-led training.

Hands-on experience: We provide practical exposure to Machine Learning by engaging candidates in real-work projects, challenges, and case studies.

Why pursue Machine Learning Training?

Updated courseware: Our training offers an industry-relevant curriculum that introduces you to the latest Machine Learning trends and prepares you to meet the industry standards.

Career Assistance: Besides tech upskill training, we help candidates get through the job interviews. Our team is committed to your success and ensures you are ready to kickstart your Machine Learning career. We take technical mock interviews, soft skills training, cognitive interviews, psychometric tests, etc.

Big Companies looking to hire Machine Learning Engineers

Machine Learning Training Course Content

Our Machine Learning training in Honolulu covers essential Machine Learning concepts like Logistics Regression, Decision Tree, Data Manipulation, NLP, Text Mining, Reinforcement learning, etc. We help candidates learn the real-world application of ML algorithms. Candidates gain competency in applying the right ML model, building predictive models, framing an issue, extracting gainful insights, preparing and visualizing data.

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
Attend our Machine Learning Training Program

Who should attend our Machine Learning Training Program?

Our Machine Learning training in Honolulu is suitable for tech enthusiasts wanting to set foot in the door of AI & Machine Learning. It does not demand any specific qualification or prior technical skills, so anyone can enroll regardless of being a:

Beginner

Undergraduate/graduate

Big Data Professional

Business Analyst

Mid-level Executive

Aspiring Machine Learning Engineer

Why pursue Machine Learning Training at SynergisticIT ?

  • We provide the best Machine Learning training in Honolulu.
  • Our instructors have more than 12 years of Machine Learning experience.
  • All our theoretical sessions are followed by hands-on practical exercises to help you learn advanced Machine Learning principles.
  • We provide career coaching and interview preparation assistance through technical mock tests, soft skill assessments, psychometric tests, and cognitive interviews.
  • We have built a strong association with the tech giants like Cisco, Amazon, Dell, Apple, Google, etc. It enables us to market our technically trained candidates in their companies.
pursue Machine Learning Training at SynergisticIT
  • By the end of our Machine Learning training in Honolulu, you will get a certificate to stand out in the cut-throat competition.

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

FAQs 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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