Machine Learning Training in New Orleans

Best Machine Learning Training in New Orleans

At SynergisticIT, we offer immersive Machine Learning training to advance your AI and ML skills. Our team focuses on inculcating hands-on expertise in using Machine Learning algorithms. The training starts with Machine Learning fundamentals and then proceeds to high-level concepts. We ensure your career goals are being met through end-to-end support. By the end of our Machine Learning Training in New Orleans, you will be ready to kickstart your Machine Learning Engineer career.

Is pursuing Machine Learning a good career choice ?

Machine Learning is the most in-demand skill in technology. It is expected to reach $31 billion by 2024. So, enrolling in Machine Learning training in New Orleans can be a safe bet to building a rewarding tech career.

Many Fortune 500 companies like Adobe, Accenture, eBay, Apple, Google, Twitter, and others hire Machine Learning professionals at lucrative salaries ranging from $75,000 to $180,000 per annum. Thus, you can escalate your earnings and work in renowned companies after getting upskilled in Machine Learning.

Machine Learning supports real-world app development like chatbots, product recommendations, auto-driven cars, image recognition, and video surveillance systems. It indicates that Machine Learning has a long way to go, so getting Machine Learning training in New Orleans is certainly a smart career move.

Is pursuing Machine Learning a good career choice ?

Big Companies looking to hire Machine Learning Engineers

Machine Learning Training Overview

Our Machine Learning training in New Orleans covers essential ML concepts from Data Manipulation, Decision Tree, and Reinforcement learning to NLP, Text Mining, Logistics Regression, etc. We impart the best industry practices and help candidates learn the real-world application of Machine Learning algorithms. Candidates gain competency in visualizing and preparing data, choosing the right ML model, framing a problem, extracting gainful insights, and building 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
Machine Learning Training New Orleans

Prerequisites for our Machine Learning Training

SynergisticIT offers well-structured Machine Learning Training in New Orleans that allows candidates to learn Machine Learning from scratch. Anyone can enroll for this training despite being a fresher, student, or working professional, as it doesn’t require any prior technical experience or knowledge. However, the applicants should be familiar with the following concepts for a better understanding:

Algorithms, Data Structures, Variables, Linear Equations, Histograms

Python Programming

Career Outlook after Machine Learning Training

Machine Learning is flooded with career advancement opportunities for skilled professionals. So, once you acquire the necessary expertise, skills, and knowledge in our Machine Learning Bootcamp in New Orleans, you can readily embark on a rewarding career like:

  • Machine Learning Engineer
  • Human-Centered AI Designer
  • Data Scientist
  • NLP Scientist
  • Robotics Engineer
  • Cybersecurity Analyst
  • Business Intelligence Developer
Career Outlook after Machine Learning Training

Get started with Machine Learning today, and 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 to Machine Learning. Let’s meet your career goals. SynergisticIT Home of the Best Data Scientists and Software Programmers in the Bay Area.

train to grow- Machine Learning

Frequently Asked Questions on Machine Learning Training

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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