Machine Learning Training in Minneapolis

Best Machine Learning Training in Minneapolis

SynergisticIT offers career-oriented Machine Learning training that gives you a knowledge-packed learning experience. We help coding enthusiasts to step into the thriving Machine Learning industry with ease. Our live instructor engages candidates in coding exercises and closely monitors their performance to ensure they cope well with our fast-track training. Once you complete our Machine Learning training in Minneapolis, you will become skilled in extracting valuable business insights, analyzing complex data, and applying Machine Learning algorithms to develop robust predictive models. This training can make you Machine Learning savvy in just 5 to 6 months.

Is Machine Learning a good career choice ?

Machine Learning is the most sought-after skill in the world of technological advancements. It is expected to grow by $31 billion in 2024. Thus, studying Machine Learning can put you in a strong position to sustain a career in IT.

Many popular enterprises like Adobe, Apple, Capital One, Google, eBay, Netflix, and Airbnb, hire Machine Learning Engineers at higher-paying salaries ranging from $75,000 to $180,000 per annum. So, taking Machine Learning training in Minneapolis can be a stepping stone to a rewarding career.

You can open the door to plenty of lucrative career options such as BI Developer, Data Scientist, Human-Centered ML Designer, Machine Learning Engineer, Robotics Engineer, NLP Scientist, etc, with Machine Learning expertise.

Benefits of building a career in Machine Learning

Machine Learning backs many real-world applications and smart solutions such as chatbots, product recommendations, auto-driven cars, video surveillance, image recognition systems, etc. The unparallel significance of Machine Learning shows that it will not get obsolete any time sooner. Hence, enrolling in Machine Learning training in Minneapolis can certainly be a smart career move.

Big Companies looking to hire Machine Learning Engineers

Machine Learning Training Overview

Our Machine Learning training in Minneapolis has well-defined and structured courseware. It is designed to meet the learning goals of beginners, intermediate learners, and advanced coders. We equip you with the essential aspects of AI and Machine Learning such as Data Manipulation, Deep Learning, Model Deployment, Strings, Objects, Random Forest, NLP, Data Analysis, Tableau, etc.

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
Machine Learning Training in Minneapolis

Who can take our Machine Learning Training ?

Our Machine Learning training in Minneapolis is not designed for a particular group of learners, so anyone can join us regardless of being a fresher or working professional. This training is best suited for:

Tech Enthusiasts

Mid-level Executives

Developers shifting to Big Data

Aspiring Machine Learning Engineers or Data Scientists

Undergraduates, graduates, or freshers looking to build a Machine Learning career

Reasons to choose SynergisticIT for ML Training

  • We offer the best online Machine Learning training in Minneapolis.
  • Our instructors have 10+ years of experience and profound industry experience.
  • 80% of our Machine Learning training is based on hands-on activities like capstone projects and case studies that enable candidates to learn core and advanced Machine Learning concepts.
  • Our candidates can repeat any session at no additional cost.
  • We prepare candidates for job interviews through technical mock tests, psychometric tests, cognitive interviews, soft skill training, etc.
  • By the end of our Machine Learning training in Minneapolis, you will get a completion certificate to stand out in the cut-throat market.
Machine Learning Training at SynergisticIT
  • Since our founding in 2010, we have built a solid association with the leading tech giants like Google, Apple, Cisco, Facebook, Dell, etc. It enables us to market our candidates in such big fortune companies.

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.

Read More

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…

Read More

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…

Read More

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…

Read More

Find Machine Learning Certificate Training Course in other Cities