Machine Learning Training in Durham

Best Machine Learning Training in Durham

SynergisticIT offers knowledge-packed and comprehensive Machine Learning training. It helps you master core and advanced Machine Learning concepts under a structured curriculum. The flexible remote training enables students and working professionals to achieve their educational and career goals. Through the training, our candidates work on hands-on projects and case studies that help them build essential skills like applying Machine Learning algorithms, making intelligent systems, and extracting gainful business insights. Once you complete our Machine Learning Training in Durham, you will get an industry-acknowledged certificate.

Who can take our Machine Learning Training?

Anyone who wants to gain Machine Learning expertise can sign up for our Machine Learning training in Durham. It does not require prior technical background or experience, so you can join whether you’re a fresher, intermediate learner, experienced professional, or someone finding his foot in Machine Learning. This training can majorly benefit:

Big Data professionals

Computer Science or Engineering students

Mid-level Executives

Aspiring Machine Learning Engineers

Software Developers looking for a career transit in Machine Learning

take our Machine Learning Training

Big Companies looking to hire Machine Learning Engineers

Machine Learning Training Course Modules

Our Machine Learning Training in Durham is well-aligned with the latest AI and Machine Learning trends. It imparts knowledge in the most sought-after skills like logistics regression, model deployment, linear regression, data manipulation, deep learning, supervised learning, NLP, and others. We help our candidates develop a practical understanding of Machine Learning concepts through regular practical assignments and task-based exercises.

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

Why pursue our Machine Learning Training in Durham?

SynergisticIT is one of the best Machine Learning training providers in the US.

We have a rich Machine Learning faculty with 12+ years of work experience.

Our training provides real-world exposure to Machine Learning technology.

We create an inclusive and personalized learning environment wherein our candidates can easily interact with the instructor among 5-7 students.

Our team provides end-to-end career support and prepares candidates for job interviews through technical mock tests, psychometric tests, behavioural questions, soft-skills training, cognitive interviews, etc.

Why pursue our Machine Learning Training in Durham

After completing this Machine Learning training in Durham, most of our candidates secure remunerative job offers to work with big fortune companies like Google, Apple, Cisco, IBM, Dell, etc.

Top Careers in Machine Learning

Top Careers in Machine Learning

Since there is a constant demand for Machine Learning professionals across different industries like Healthcare, Finance, IT, Manufacturing, Advertising, and others, pursuing a Machine Learning career can be a rewarding decision. Here are some lucrative career paths you can explore after taking Machine Learning training in Durham:

  • Machine Learning Engineer
  • Artificial Intelligence Programmer
  • Human-Centered AI Designer
  • Cybersecurity Analyst
  • Robotics Engineer
  • Data Scientist
  • NLP Scientist
  • BI Developer
  • Research Scientist
  • Product Designer

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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