Java Training Bootcamp Online in Philadelphia

Best Machine Learning Training in Philadelphia

SynergisticIT provides you the flexibility to master the core concepts of Machine Learning online under the guidance of our experienced live instructors. Our thorough curriculum acquaints you with the most sought-after Machine Learning skills; random forest, decision tree, support vector, NLP, deep learning, naïve bayes, data visualization, model deployment, tableau, data analysis, etc. We focus on developing your practical knowledge of Machine Learning through hands-on exercises and real-world projects. If you are a fresher to Machine Learning and want to learn it from basics to advanced level, you should sign up for this online Machine Learning training in Philadelphia.

Why take Machine Learning Training ?

There are numerous applications of Machine Learning algorithms in different industries such as Marketing, Healthcare, Transportation, Finance, Advertising, Manufacturing, and others. Today one of the largest companies like Amazon and Google are using Machine Learning to improve their customer experience. Let’s look at some reasons to take Machine Learning training in Philadelphia:

Machine learning is growing at a rapid scale. It has been projected that the global ML market will reach $152,24 billion by the year 2028, at a CAGR of 38.6%.

The demand for Machine Learning engineers has increased by 74% as compared to the last four years. A quick job search on LinkedIn reveals a whopping 93,000+ Machine Learning jobs in the US alone. It means that Machine Learning training can be the safest bet for your career as you will never run out of job opportunities.

Companies are struggling to find skilled and certified Machine Learning professionals, and there remains a talent crisis in the AI and ML market. The sudden surge in Machine Learning jobs has enlarged the skill gap at 66%. So, you can leverage this talent shortage to get upskilled through Machine Learning training in Philadelphia.

Machine Learning Engineers are the highest paid professionals in the IT sector. On average, they get an annual salary of $75,000 to $1,80,000, which is way more than others.

Reasons to choose SynergisticIT for Machine Learning Training in Philadelphia

Big Companies looking to hire Machine Learning Engineers

The curriculum of our Machine Learning Training

At SynergisticIT, we have designed a well-structured and detailed curriculum for our Machine Learning training in Philadelphia. It is divided into different modules that help you learn Machine Learning principles from scratch. By the end, you will be competent in extracting useful business data, analyzing both structured and unstructured information, and applying the latest ML algorithms to develop advanced predictive models. This training will make you Machine Learning savvy and an expert at solving complex business issues.

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

Career Opportunities after Machine Learning Training

There are a plethora of jobs for professionals well-versed in Machine Learning technology. Here are some of the top options you can explore after acquiring the right skills in Machine Learning training in Philadelphia:

Machine Learning Engineer

Human-Centered AI Designer

BI Developer

NLP Scientist

Robotics Engineer

Cybersecurity Analyst

Data Scientist

Average Salary in Machine Learning in Philadelphia

Reasons to choose SynergisticIT for Machine Learning Training in Philadelphia

  • We have a world-class faculty of Machine Learning experience with more than 10+ years of experience.
  • Our team prepares candidates for the job interviews. We take cognitive interviews, technical mock tests, and psychological assessments to ensure you are job-ready.
  • We are trusted by leading companies like Apple, Cisco, Google, Dell, Expedia Group, PayPal, Cognizant, and others to fulfill their hiring needs. It is the reason; we are able to maintain a high placement rate of 97.8%.
  • 80% of our Machine Learning training is task-based; thus, you will learn the core Machine Learning principles by working on live projects and case studies.
Reasons to choose SynergisticIT for Machine Learning Training in Philadelphia
  • we offer a personalized learning experience to our candidates by taking online classes in smaller batches. It enables instructors and candidates to interact with each other and clear all doubts.
  • Our candidates can retake or repeat any Machine Learning training session at no additional cost.
  • When you complete your ML training at SynergisticIT, you will earn a certificate that adds value to your resume and helps you stand out in the cut-throat job market.

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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