Machine Learning Training in St Louis

Ideal Machine Learning Training in St Louis

If you are looking to set your foot in the door of Machine learning or seeking to advance your ML career, SynergisticIT got you covered. We provide comprehensive and ideal Machine Learning training in St Louis that can help you learn this highly lucrative technology from scratch. Our project-based training includes regular project development and case-studies to reinforce your Machine Learning knowledge. It can make you skilled in designing predictive models, extracting valuable information, analyzing structured-unstructured data, and building robust intelligent systems.

Why Choose SynergisticIT to learn Machine Learning?

SynergisticIT is accredited to provide the best Machine Learning training in St Louis.

We take a team of world-class Machine Learning professionals with 12+ years of industry experience.

Our training offers a hands-on learning experience and helps candidates gain a practical understanding of Machine Learning applications.

We keep updating our curriculum with the latest ML trends and tech advancements.

By the end of our Machine Learning training, candidates get job and interview preparation assistance. We take mock tests, cognitive assessments, personality tests, and soft skills evaluations to ensure each candidate is ready to commence a flourishing career.

Why Choose SynergisticIT to learn Machine Learning?

Since our founding in 2010, we have established a solid client base which we leverage to place our technically upskilled candidates. Our alumni work at top tech clients like Google, Dell, Apple, Cognizant, Deloitte, etc.

Upon completing this Machine Learning training in St Louis, candidates get an industry-recognized certificate that adds value to their resumes.

Big Companies looking to hire Machine Learning Engineers

Insights into our Machine Learning Training Modules

Our Machine Learning Training in St Louis has a career-focused curriculum that imparts knowledge on the key aspects of Machine Learning. It is centered around most in-demand skills like deep learning, model deployment, data manipulation, tableau, logistics regression, supervised learning, NLP, linear regression, etc. The training starts with the basics that move to high-level concepts, thus providing a structured learning path for beginners.

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

Who can enroll in our Machine Learning Training in St Louis?

Our Machine Learning training bootcamp in St Louis requires prior technical experience or programming knowledge. You can join despite being a fresher. It is best suited for:

  • Big Data professionals
  • Mid-level Executives
  • College graduates
  • Developers wanting a career shift in ML
  • Aspiring Machine Learning Professionals
enroll in our Machine Learning Training in St. Louis
Career Outlook after taking Machine Learning Training

Career Outlook after taking Machine Learning Training

Our Machine Learning training in St. Louis acts as a roadmap to several rewarding career options, like:

Machine Learning Engineer

Cybersecurity Analyst

Human-Centered AI Designer

Artificial Intelligence Programmer

Data Scientist

NLP Scientist

Robotics Engineer

Product Designer

Research Scientist

BI Developer

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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