Machine Learning Online Bootcamp in San Antonio

Best Machine Learning Training in San Antonio

Considering the vast scope of AI and ML, SynergisticIT offers immersive Machine Learning training to advance your career. It is an online training led by our experienced live instructors that focus on developing your practical skills and knowledge of Machine Learning. We let you deep dive into the core aspects of Machine Learning, including AI, Deep Learning, Data Manipulation, Strings, Objects, Data Analysis, NLP, Tableau, etc. Our objective is to make you competent in Machine Learning through hands-on exercises and project development practices. We also provide job placement and career coaching to help you get started in this competitive field. By the end of our Machine Learning Training in San Antonio, you will be in a position to commence a rewarding Machine Learning career.

Why study Machine Learning ?

Machine Learning is a robust subset of Artificial Intelligence that enables machines or systems to learn automatically from data, identify patterns, and make smart decisions with minimal or no human intervention. Today, many organizations and industries have recognized the importance of adopting Machine Learning like healthcare, finance, transportation, education, retail, government, and other leading sectors. The widespread use of Machine Learning has surged the number of jobs for skilled and qualified Machine Learning professionals. Let’s look at some benefits of Machine Learning and understand why you should consider taking Machine Learning training:

Improves your Career Prospects: The latest annual growth rate of Machine Learning reveals that the industry is likely to reach $8.8 billion by 2022 at a CAGR of 43.6%. Further, it has been predicted that the global Machine Learning market will reach $152.24 billion by 2028. This data vouches for the higher potential and growth opportunities for Machine Learning Engineers. So, getting upskilled in Machine Learning training in San Antonio can be a safe best for your future.

Best Machine Learning Training in San Antonio

Better Pay Checks: Being the most in-demand skill in technology, Machine Learning has a lot to offer to professionals with a profound knowledge of Machine Learning. Several top-notch companies like Google, Accenture, Twitter, eBay, Yelp, Apple, Adobe, Capital One, Airbnb, and others hire Machine Learning engineers at high-paying salaries ranging from $75,000 for entry-level developers to $180,000 per annum for experienced developers.

Talent Shortage: Despite the spectacular growth in Machine Learning, there remains a skill gap and talent crunch in the AI and ML industry. Presently, there is a 66% gap between the supply and demand of Machine Learning professionals. One can avail the opportunity to get Machine Learning training in San Antonio to bridge the skill gap and fill the vacancies.

Jobs are on the Rise: Machine Learning jobs are projected to be worth $31 billion by the year 2024, with 76% of companies spending on AI and Machine Learning solutions. Gain leverage in terms of unlimited job options by acquiring Machine Learning competency.

Big Companies looking to hire Machine Learning Engineers

An Overview of Our Machine Learning Training

The courseware of our Machine Learning training in San Antonio is structurally designed by our experienced instructors. It is curated as per the latest industry trends to acquaint you with the best Machine Learning tools and techniques. You will learn the fundamentals and advanced ML concepts. A major part of this training includes live projects, case studies, assignments, tests, which gives you a real-world understanding of Machine Learning. On completion, you will be an expert in drawing meaningful business insights, deploying effective techniques to analyze data, applying ML algorithms, and build predictive models.

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 Online in San Antonio

Prerequisites for our Machine Learning Training

Our Machine Learning training in San Antonio does not require prior industry knowledge or experience. However, candidates are recommended to meet the following prerequisites for a better learning experience:

You should be comfortable with data structures, calculus, algorithms, histograms, variables, linear equations, statistics, etc.

Familiarity with Python, Java, or other programming languages can be helpful.

Why choose SynergisticIT for Machine Learning Training in San Antonio ?

  • We are accredited as the best Machine Learning Bootcamp in San Antonio.
  • Our trainers and instructors are affiliated with the leading tech companies and have 10+ years of experience in Machine Learning.
  • We provide guaranteed job placement in some well-reputed companies like Google, Cisco, Apple, Ford, Expedia Group, Dell, Cognizant, PayPal, and others.
  • We take psychological assessments, technical mock tests, and cognitive interviews to ensure you are ready to perform from day one.
  • Our candidates can repeat any session at no additional cost.
We are accredited as the best Machine Learning Bootcamp in San Antonio
  • We take online Machine Learning classes in a small batch of 5 to 7 students to provide a personalized learning experience. Our trainers give assignments after each class to ensure you are coping well with the topics taught.
  • After finishing your training at SynergisticIT, you will earn a certificate that can add value to your resume.

The benefits of studying Machine Learning are innumerable, as it has become a primal part of the real world. You can build a promising career and ensure long-term stability in technology by enrolling in the best Machine Learning training in San Antonio.

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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