Best Machine Learning Training in Aurora

Best Machine Learning Training in Aurora

SynergisticIT provides an extensive learning path to master the core and advanced Machine Learning principles. The training is led by experienced Machine Learning professionals who focus on delivering an interactive learning experience by engaging candidates in capstone projects, world-class case studies, and group discussions. It enables candidates to develop a practical understanding of Machine Learning. When you finish our Machine Learning training in Aurora, you will earn a completion certificate.

Why should you consider pursuing Machine Learning ?

Less competition: Despite the increase in ML jobs, there is a 66% supply-demand gap in the Machine Learning industry. So, if you take Machine Learning training in Aurora and acquire the necessary skills, you can gain a competitive advantage.

Highest-paid jobs: Machine Learning is considered the most lucrative tech field that offers salaries as high as $130,000 to $180,000 per annum. Thus, it can elevate your earning potential.  

Work in different sectors: Machine Learning regulates many leading industries like healthcare, automation, IT, education, government, finance, retail, and others. Hence, knowing your way around ML can enlarge your career prospects.  

Best Machine Learning Training in Aurora

Be a part of Fortune 500 companies: Many renowned companies like Facebook, Netflix, Instagram, Pinterest, Quora, Spotify, Uber, and Google harness Machine Learning solutions. It means Machine Learning expertise can bag you a job in such renowned companies. 

Most sought-after skill in technology: Machine Learning is forecasted to generate $152.24 billion by 2028. It will create thousands of jobs for Machine Learning professionals. Therefore, consider Machine Learning training in Aurora a safe bet to futureproof your career.

Big Companies looking to hire Machine Learning Engineers

Machine Learning Training Modules

Our Machine Learning training in Aurora is centered around essential Machine Learning concepts such as Model Deployment, Linear Regression, Decision Tree, Tableau, Data Manipulation, etc. We engage candidates in practical exercises, so they learn to extract meaningful business insights, design robust intelligent systems, and apply ML algorithms. Our curriculum is updated as per the latest technical advancement to help candidates meet higher industry standards.

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

Why choose SynergisticIT for Machine Learning Training ?

We have an experienced Machine Learning faculty with 10+ years of experience.

Our Machine Learning training is based on hands-on exercises that help you gain expertise in applying ML algorithms to case studies and projects.

We prepare candidates for job interviews through mock tests, psychological assessments, soft skills training, cognitive interviews, etc.

Our candidates get multiple job offers within 6 weeks of completing Machine Learning training in Aurora. Most of our candidates secure rewarding offers ranging from $75k to $150k per annum from leading tech giants like Cisco, Google, Amazon, PayPal, Cognizant, Apple, Dell, etc.

SynergisticIT for Machine Learning Training

We conduct classes in small batches to provide a personalized learning experience. It enables our instructors and candidates to interact directly.

Our candidates can repeat any Machine Learning training session at no extra cost.

When you complete your Machine Learning training in Aurora, you get an industry-recognized certificate that adds value to your resume and helps you stay ahead of the competition.

Careers after Machine Learning Training

Careers after Machine Learning Training

There are plenty of jobs for individuals upskilled in Machine Learning technology. Here are some considerable options you can explore after attending Machine Learning training in Aurora:

  • Data Scientist
  • BI Developer
  • Machine Learning Engineer
  • Human-Centered AI Designer
  • Cybersecurity Analyst
  • NLP Scientist
  • Robotics Engineer

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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