Machine Learning Training in Bridgeport

Best Machine Learning Training in Bridgeport

SynergisticIT has a team of world-class Machine Learning practitioners who have designed the best and most extensive Machine Learning training program. The training provides a professional learning experience in mastering core and advanced ML principles such as Logistics Regression, Decision Tree, Semi-Structured Learning, Linear Regression, Naïve Bayes, Structured Learning, Hierarchical Clustering, Unstructured Learning, etc. The candidates grasp all the ML concepts through hands-on exercises and case studies. SynergisticIT offers complete support under our Machine Learning training in Bridgeport, from immersive training to personalized career coaching; we got you covered.

Reasons to Pursue a Career in Machine Learning

There are numerous compelling reasons to consider pursuing a career in Machine Learning, some are listed below:

Job Stability: Machine Learning is expected to be worth $31 billion by the next year, and its global market growth is projected to reach $152.24 billion by 2028 at a CAGR of 38.6%. These impressive figures indicate that the demand for Machine Learning professionals will continue to grow in the years to come, making it a wise choice for a secure career.

Lucrative Salaries: Currently, around 76% of companies invest in AI and Machine Learning solutions, including top brands such as Google, Apple, and Adobe. These businesses offer highly competitive salaries to skilled Machine Learning Engineers, ranging from $75,000 to $180,000 per year, with the potential for even higher earnings for those who master the field.

Reasons to Pursue a Career in Machine Learning

Diverse Job Opportunities: In the United States alone, there are over 142,000 Machine Learning job openings. Thus, taking Machine Learning training in Bridgeport can open up various job prospects, including Machine Learning Engineer, Human-Centered ML Designer, Robotics Engineer, NLP Scientist, BI Developer, etc.

Access to Leading Industries: Machine Learning plays a significant role in several major industries, including IT, Marketing, Healthcare, Transportation, Finance, and Education, among others. So, gaining Machine Learning competency can serve as an entry point to work in these various sectors.

Talent Shortage: The current Machine Learning job market faces a severe skill gap, with a shortage of qualified professionals to meet the demand. Pursuing Machine Learning training bootcamp in Bridgeport can help bridge this gap and provide opportunities for professionals to upskill and meet the industry's demands.

Big Companies looking to hire Machine Learning Engineers

Our Machine Learning Training Course Insights

Our Machine Learning training program is designed to inculcate the latest ML advancements. While working on the hands-on projects, our candidates learn the practical applications of Linear Regression, Support Vector, KNN Algorithm, Reinforcement Learning, and other important ML concepts. By the end of our Machine Learning training, you will be skilled in building predictive models, extracting useful business insight, and analyzing complex data.

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
What are the prerequisites to attend this Machine Learning Training

What are the prerequisites to attend this Machine Learning Training?

Although our Machine Learning training in Bridgeport requires no prior industry experience, our candidates are advised to get familiarized with the following concepts to enhance the learning experience:

Programming languages like Python, Java, C#, C

Algorithms and Data structures

Statistics, Calculus, Variables, Linear Equations, and Histograms 

Top 10 Careers after Machine Learning in Bridgeport

There is an exponential demand for Machine Learning professionals across different domains. It has increased the number of job opportunities for certified Machine Learning experts. So, if you get upskilled in Machine Learning, you can explore many rewarding jobs, such as:

  • Machine Learning Engineer
  • Human-Centered AI Designer
  • Data Scientist
  • Research Scientist
  • AI Programmer
  • Cybersecurity Analyst
  • Product Designer
  • NLP Scientist
  • BI Developer
  • Robotics Engineer
Top 10 Careers after Machine Learning in Bridgeport

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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