Machine Learning Training in Boston

Best Machine Learning Training

SynergisticIT offers intensive task-based Machine Learning training to help you gain hands-on experience in using AI and ML algorithms. Our online classes are led by experienced Machine Learning Engineers who inculcates the best development practices. Along with the theory sessions, we engage candidates in project development, case studies, group discussions, and practical assignments to give them the right exposure to Machine Learning. When you complete this Machine Learning training in Boston, you will gain expertise in applying Machine Learning algorithms, extracting gainful insights, and developing intelligent predictive models.

Why learn Machine Learning ?

Machine Learning is a potent branch of Artificial Intelligence that automates computer systems to make data-driven decisions without any human intervention. Let’s look at some reasons to learn this advanced technology:

Higher salaries: Since Machine Learning is the most in-demand tech skill, it offers rewarding salaries ranging from $75,000 to $180,000 per annum. Many renowned companies like Twitter, Google, Airbnb, Apple, eBay, and others hire skilled Machine Learning Engineers at sky-scraping packages. So, you can improve your earning potential through Machine Learning.

Multiple job options: Machine Learning training in Boston helps advance your career as a Data Scientist, Machine Learning Engineer, Django Developer, Research Analyst, DevOps Engineer, Python Developer, Full Stack Developer, and other lucrative positions.

Why learn Machine Learning

Talent Crunch: Despite the remarkable growth in Machine Learning, there remains a shortage of skilled resources in this industry. Even today, there is a 66% gap between the supply and demand of Machine Learning professionals. So, one can avail the opportunity to meet the rising demand by acquiring the necessary skills in Machine Learning training.

Work in different verticals: In this tech-driven era, various industries like education, healthcare, finance, retail, marketing, transportation, IT, and others harness Machine Learning technology. Thus, if you get upskilled in Machine Learning, you can enter any booming industry.

Promising Career: Reportedly, Machine Learning is expected to reach $152.24 billion by 2028. It will surge the number of jobs for Machine Learning Engineers. Hence, pursuing Machine Learning training in Boston is a safe bet for your future.

Big Companies looking to hire Machine Learning Engineers

Skills you will acquire in our Machine Learning Training

Our Machine Learning Training in Boston has an extensive curriculum that includes the core concepts of AI & Machine Learning such as Data Manipulation, NLP, Model Deployment, Deep Learning, Data Analysis, String Objects, etc. This training is designed to meet the learning goals of beginners and professionals. It is relatively fast-paced, but we ensure you cope well with our rigorous training by monitoring your performance in real-time.

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
Prerequisites for Machine Learning Training

Prerequisites for this Machine Learning Training

Though our Machine Learning training in Boston does not require previous technical knowledge or experience, it is advised to have some basic understanding of the following:

Basic programming knowledge of Python, Java, or any other coding language

Data Structures, Variables, Histogram, Algorithms, Statistics, Calculus, and Linear Equations

Reason to choose us for Machine Learning Training

Many coding bootcamps in Boston provide Machine Learning training, so why should you choose SynergisticIT ?

We provide the best Machine Learning training in Boston.

Our Machine Learning instructors have 10+ years of industry expertise.

80% of our Machine Learning training is based on practical exercises that facilitate candidates to learn advanced ML principles.

Our candidates can repeat any class at no additional cost.

We provide career coaching to prepare candidates for interviews through psychological assessments, mock tests, cognitive interviews, and soft skill training.

Reason to choose for Machine Learning Training

Since our founding in 2010, 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.

By the end of our Machine Learning training in Boston, 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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