Machine Learning Training in Louisville

Best Machine Learning Training in Louisville

SynergisticIT offers intensive online Machine Learning training that helps you develop a solid foundation in Machine Learning. It is designed to meet the ongoing needs of industries and employers. The training starts with the basics then shifts to advanced Machine Learning concepts. We engage candidates in several hands-on exercises like real-world case studies, capstone projects, assignments, coding tests to deepen their practical understanding of Machine Learning. When you complete our Machine Learning training in Louisville, you get recognized as a certified Machine Learning Engineer.

Why start a Machine Learning Career ?

Machine Learning is a subset of Artificial Intelligence that allows computer systems and smart machines to automatically learn and make decisions based on the fed data without any human intervention. Here are some benefits of pursuing a Machine Learning career:

Lucrative job offers: As per Forbes, 76% of enterprises rely on AI and Machine Learning solutions, including renowned companies like Google, Apple, Airbnb, eBay, Twitter, Accenture, Adobe, etc. Machine Learning Engineers get rewarding paychecks ranging from $75,000 to $180,000 per annum. Thus, if you master Machine Learning, you can bag yourself a promising position in a reputed organization.

Career Stability: The global market growth of Machine Learning is expected to be $152.24 billion by 2028 at a CAGR of 38.6%. It means that Machine Learning will become more prominent in upcoming years. Hence, getting Machine Learning training in Louisville can future-proof your career. 

Start Career with Machine Learning

Multiple Job options:When you conduct a quick job search on LinkedIn, it shows a whopping result of more than 142,000 Machine Learning jobs in the US. There are many job options in Machine Learning such as Data Scientist, Machine Learning Engineer, Robotics Engineer, NLP Scientist, Human-Centered ML Designer, BI Developer, etc. So, once you gain Machine Learning competency, you can explore different rewarding options.

Entry to Leading Industries: Machine Learning is not only confined to the IT industry; its use is spread across diverse sectors like Finance, Education, Retail, Healthcare, Transportation, Marketing, etc. So, taking Machine Learning training in Louisville can be a stepping stone to work in different sectors.

Big Companies looking to hire Machine Learning Engineers

Skills you will acquire in our Machine Learning Training

Our Machine Learning training in Louisville is quite extensive. We have designed a well-defined and structured curriculum that aligns with the latest tech advancements in the Machine Learning industry. Our courseware keeps updating to ensure you get upskilled as per the industry standards. It equips you with in-demand Machine Learning skills such as Supervised, Unsupervised, Reinforcement learning, Data Manipulation, Naive Bayes, Logistics Regression, Decision Tree, NLP, Text Mining, Python, etc. By the end, you will become an expert in extracting meaningful information, effectively applying Machine Learning Algorithms, analyzing data, and developing 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

Who can attend our Machine Learning Training ?

This training is not targeted at a specific group of learners. It is suitable for those who want to make a mark in Machine Learning. So, anyone can take our Machine Learning training in Louisville, regardless of being a:

Fresh graduate or undergraduate

Programming enthusiast

Business analyst

Information architect

Software engineer

Analytics manager

Developer or programmer looking for a career shift in Machine Learning

Who can attend
Prerequisites to take Training

Prerequisites to take our Machine Learning Training in Louisville

Our Machine Learning training does not require any prior niche knowledge or experience. However, it is suggested to meet the following requisites for a better learning experience:

  • Be comfortable working with data structures, histograms, algorithms, statistics, variables, calculus, linear equations, etc.
  • Get familiarized with some programming languages like Java or Python.

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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