Machine Learning Training in St. Paul

Best Machine Learning Training in St. Paul

SynergisticIT provides knowledge-packed Machine Learning training to help you build a solid career in Machine Learning. Under this project-based training, candidates learn to apply Machine Learning algorithms to real-world case studies and projects. Our live instructors bring around 12+ years of experience and teach the best development practices. We closely monitor candidates’ performance to ensure they are at par with our fast-track training. Once you complete Machine Learning Training in St. Paul, you will receive an industry-acclaimed completion certificate.

Advantages of pursuing a Machine Learning Career

Better career opportunities and higher wages: Around 76% of companies today hire Machine Learning Engineers, including many big names like Twitter, eBay, Pinterest, Apple, Airbnb, Google, etc. Having Machine Learning expertise can reward you with lucrative offers ranging from $75,000 to $180,000 a year.

Long-term stability: It has been predicted that the global Machine Learning industry will likely expand by 38.6% CAGR and reach $152.24 billion by 2028. Considering such a tremendous growth rate, one can regard Machine Learning training in St. Paul as the safest bet to secure your future.

Jobs are endless: Machine Learning Engineer is one of the top tech jobs in the United States. There are currently more than 157000 vacancies on LinkedIn for Machine Learning professionals. Thus, you can enlarge your employment opportunities after getting well-versed in Machine Learning. 

Best Machine Learning Training in St. Paul

Talent crunch equals less competition: There is a gigantic supply-demand gap in the Machine Learning industry. So, seize the chance to bridge this gap by acquiring the necessary Machine Learning skills.

Work in different domains: The use of Machine Learning is spread across the leading industries like Healthcare, Technology, Finance, Automation, Transportation, Marketing, etc. Thus, taking Machine Learning training in St. Paul can help you set foot in any sector.

Big Companies looking to hire Machine Learning Engineers

Machine Learning Training Curriculum

Our Machine Learning training in St. Paul covers fundamental and advanced Machine Learning concepts, such as model deployment, tableau, logistics regression, data manipulation, supervised learning, NLP, linear regression, unsupervised learning, etc. It instills the skills to clean and visualize data, draw meaningful insights through ML algorithms, and build 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
attend our Machine Learning Training

Who can attend our Machine Learning Training in St. Paul?

Our Machine Learning training is designed to suit the learning goals of freshers, intermediate learners & professionals. So, anyone can sign up for this training like:

Freshers

College graduates

Information architects

Big Data Engineers

Analytics managers

Programmers seeking a career shift in Machine Learning

Other professionals wanting to dive into ML technology

Career Prospects after completing Machine Learning Training?

Our Machine Learning training in St. Paul can navigate you to many rewarding career paths, such as:

  • AI Programmer
  • Robotics Engineer
  • Data Scientist
  • NLP Scientist
  • Research Scientist
  • BI Developer
  • Research Scientist
  • BI Developer
  • BI Developer
  • Cybersecurity Analyst
  • Human-Centered AI Designer
Career Prospects after completing Machine Learning Training ?

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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