Machine Learning Training Online in Austin

Best Online Machine Learning Training in Austin

SynergisticIT provides an immersive learning approach to dive into the basic and advanced Machine Learning principles. We acquaint you with the most sought-after Machine Learning skills: Linear Regression, Naïve Bayes, Decision Tree, Hierarchical Clustering, Logistics Regression, Structured, Unstructured, Semi-Structured Learning, etc. We support all theory sessions with practical hands-on exercises to help you learn the real-world application of ML. Our live instructors share the best industry practices from their years of experience to prepare learners according to market standards. This Machine Learning training in Austin also upskills you in other cutting-edge concepts like Deep Learning, Data Manipulation, NLP, Model Deployment, String Objects, Data Analysis, and others. Thus, it is a perfect roadmap to master Machine Learning technology.

Why pursue Machine Learning Training ?

As per the recent LinkedIn reports, Machine Learning and Artificial Intelligence have bagged a top position in the emerging IT jobs. It has been projected that the Machine Learning industry will be worth $31 billion by 2024, with 76% of businesses spending on AI and ML solutions. Today one of the leading tech companies like Amazon and Google harness Machine Learning technology to make data-driven decisions and improve their customer experience. Let’s quickly look at the reasons to pursue Machine Learning training in Austin:

ML and AI regulate every leading industry, be it Healthcare, Manufacturing, Finance, Transportation, Education, IT, Advertising, or Government. For this reason, Machine Learning skills are in high demand, and many tech professionals are taking Machine Learning training to get upskilled in this thriving industry.

The forecasted global growth of Machine Learning is $152.24 billion by 2028. It means that there is a great job prospect for certified and skilled Machine Learning engineers in the near future. So, it is prudent to gain Machine Leaning competency to secure a stable career.

Machine Learning Training Program in Austin

Machine Learning is a rewarding career for well-versed professionals. It offers you a chance to earn a high-paying job with an average salary of $1,80,000 per annum based on location, experience, domain, certification, and other important factors.

There is a huge talent crunch in the Machine Learning industry. The demand and supply gap for qualified Machine Learning engineers has widened by 66%. You can bridge that gap by acquiring essential skills in the best Machine Learning Bootcamp in Austin.

The biggest companies like Apple, Google, Adobe, Capital One, and Twitter are hiring Machine Learning Engineers. Hence, if you learn to apply Machine Learning algorithms to improve business operations, you will be at good odds in getting a job in such Fortune 500 Companies.

It’s time to capitalize on the demand for the hottest skill of the 21st century, Machine Learning, by taking our industry-relevant Machine Learning training in Austin.

Big Companies looking to hire Machine Learning Engineers

The courseware of our Machine Learning Training

We have designed a career-focused curriculum that keeps updating as per the latest trends in Machine Learning. This training will transform you into a competent professional with a deep knowledge of various ML algorithms and techniques. You will learn to build predictive models, analyze structured-unstructured data, extract gainful business insights while working on different projects. By the time you finish your Machine Learning training in Austin, you will get a head start to commence a Machine Learning career as a certified engineer.

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
Machine Learning Training Bootcamp in Austin

Who Should attend this Machine Learning Course ?

Our Machine Learning training in Austin is intended for anyone interested in building a solid foundation in AI & ML to resolve real-world problems. It is best suited for:

Freshers

Graduates / Undergraduates

Aspiring Big Data Professionals

Data Science/Machine Learning Enthusiasts

Mid-level Executives

Business Analyst

Other Professionals with a keen interest in Machine Learning

Career Benefits of enrolling in Machine Learning Training in Austin

  • When you take Machine Learning training at SynergisticIT, you get full-time support from our placement team that focuses on making you succeed in this booming industry.
  • Our job-oriented curriculum covers every in-demand skill needed to get started in Machine Learning.
  • We prepare you for technical interviews by testing your knowledge on multiple levels. Our team takes mock tests, psychological assessments, personality checks, behavioral questions to ensure you are ready to crack your next job interview.
  • Our placement team also works on improving your soft skills, resume, cover letter, LinkedIn profile, and work portfolio.
Machine Learning Training in Austin
  • We present you with lucrative job offers in our top clients like Dell, Adobe, Cisco, PayPal, Apple, Google, to name a few.
  • At SynergisticIt, we understand that certified Machine Learning Engineers are highly valued and preferred over non-certified candidates. So, we reward you with a well-recognized certification on completion of your Machine Learning training in Austin.

Fast-track your career by studying Machine Learning and meet the industry benchmarks. If you are willing to invest your time in learning the deep insights of AI and ML, enroll in Machine Learning training in Austin.

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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