Best Machine Learning Training in Pittsburgh

Best Machine Learning Training in Pittsburgh

SynergisticIT offers an immersive Machine Learning training program to make you competent in implementing ML algorithms. This training is majorly based on hands-on exercises, wherein candidates learn to build capstone projects in Machine Learning. Our instructors closely monitor the candidates’ performance and provide real-time reports so they can cope with this fast-track training. Once you complete our Machine Learning Training in Pittsburgh, you will get rewarded with an industry-acclaimed certificate.

Who is eligible for our Machine Learning Training ?

Our Machine Learning training in Pittsburgh is curated to befit the learning goals of beginners with no ML exposure and experienced professionals looking to enrich their Machine Learning knowledge. It is suitable for anyone who wants to build a flourishing Machine Learning career regardless of being a:

Fresher

College Student

Recent Graduate

Software Developer

Information Architect

Big Data Engineer

Other non-IT professional

Who is elgible for Machine Learning Training

Big Companies looking to hire Machine Learning Engineers

Machine Learning Training Course Overview

Our Machine Learning Training in Pittsburgh offers extensive coverage. The curriculum is structurally designed to acquaint candidates with the fundamentals and advanced Machine Learning principles. It includes essential Machine Learning concepts like model deployment, NLP, data manipulation, text mining, data analysis, supervised learning, random forest, KNN Algorithm, data visualization, unsupervised learning, decision tree, tableau, etc.

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 is it beneficial to pursue a Machine Learning Career ?

Long-term career stability: The global Machine Learning industry is expected to bloom by 38.6% CAGR, reaching $152.24 billion by 2028. It will exponentially increase job opportunities for Machine Learning professionals, making it a promising career for the future. So, if you want long-term career stability enrol in our Machine Learning Training in Pittsburgh.

Higher Pays: Many well-established and renowned companies like Google, Twitter, Apple, Pinterest, eBay, and Airbnb hire Machine Learning Engineers at lucrative salaries. It means getting upskilled in Machine Learning can boost your finances. As a skilled ML professional, you can earn anywhere between $75,000 to $180,000 per annum.

Work in the leading industries: Different industries like healthcare, technology, finance, automation, transportation, and marketing leverage Machine Learning solutions. Thus, you can enter any industry after taking Machine Learning Training in Pittsburgh.

Why is it beneficial to pursue a Machine Learning Career ?

Enlarge job prospects: Machine Learning Engineer has become the most sought-after tech job in the United States. There are more than 157000 Machine Learning job positions on LinkedIn at present. Hence, pursuing a Machine Learning career can be considered a safe bet to enhance your employment options.

Less competition: A shortage of competent Machine Learning professionals in the industry has resulted in a huge supply-demand gap. Acquire the necessary skills and Machine Learning expertise to bridge this gap and increase your professional value.

Career Paths in Machine Learning

Career Paths in Machine Learning

Machine Learning training in Pittsburgh can open the door to many rewarding career options:

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

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.

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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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