Best Machine Learning Training in Knoxville

Best Machine Learning Training in Knoxville

The Machine learning training program offered by SynergisticIT is designed to equip learners with the necessary skills and knowledge to effectively use Machine Learning models for a range of tasks. The program is created by experts in the field who impart their in-depth understanding of complex algorithms, theories, and coding libraries in an easy-to-understand manner. Upon completing the machine learning training in Knoxville, learners will be proficient in solving intricate problems, constructing predictive models, and mastering the fundamental skills that are needed to launch a career in Machine Learning.

Reasons To Pursue Our Machine Learning Training

SynergisticIT offers the best machine learning training in Knoxville, which comprises practical sessions and industry projects.

You will have the opportunity to interact with industry experts with 12+ years of experience in Machine Learning.

Our training sessions are held in small groups of 5-7 candidates, ensuring a personalized and one-on-one learning experience.

Our candidates gain hands-on experience in utilizing Machine Learning algorithms in real-world scenarios.

Our placement team provides career guidance and evaluates candidates' skills through multiple mock tests, technical interview questions and answers, and soft skills assessments.

Reasons To Pursue Our Machine Learning Training

Upon completion of this training, a recognized industry certificate will be awarded

Big Companies looking to hire Machine Learning Engineers

The Course Curriculum of Our Machine Learning Training

The machine learning training program in Knoxville teaches the most effective AI and machine learning techniques. It encompasses a wide range of topics, from fundamental to advanced concepts like Business Analytics, Decision Tree, Deep Learning, Statistics, NLP, Deep Learning, Model Deployment Strings, Objects, Data Analysis, Logistic Regression, Tableau, and more. The training includes practical exercises and real-life projects that allow you to gain hands-on experience in applying ML algorithms.

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 Sign Up For Machine Learning Training in Knoxville

Who Can Sign Up For Machine Learning Training in Knoxville?

This Machine Learning training is ideal for individuals who are interested in specializing in machine learning. It does not have any prerequisites, which means that even newcomers without technical experience can participate. This training is most suitable for:

Graduates who want to start a machine learning career

Professionals who want to learn machine learning

Data science professionals who want to level up their ML skills

Professionals looking for a career transit

Career Opportunities After Attending Machine Learning Training

By obtaining skills after completing Machine Learning training in Knoxville, numerous lucrative positions are available for you to pursue. These roles include:

  • Machine Learning Engineer
  • Business Intelligence Developer
  • Human-Centered AI Designer
  • Cybersecurity Analyst
  • Algorithm Engineer
  • Data Scientist
  • AI Programmer
  • Data Analyst
  • NLP Scientist
  • Product Designer
  • Robotics Engineer
Career Opportunities After Attending Machine Learning Bootcamp

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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