Machine Learning Bootcamp Online in San Diego

Online Machine Learning Training in San Diego

SynergisticIT provides the best Machine Learning training that helps you master the core principles of AI and ML. We are known for our top-notch faculty, career-focused curriculum, hands-on training, higher job placement, and personalized learning environment. Our online Machine Learning training in San Diego enables working professionals and students to maintain a perfect work-life balance with their career and educational goals. It is designed to train aspirants to get started in Machine Learning. We equip you with the foundation, technical skills, and knowledge to apply Machine Learning algorithms to real-world applications.

Top Reasons to Choose SynergisticIT for Machine Learning Training

We provide immersive online Machine Learning training in San Diego led by live instructors.

Our trainers have more than ten years of experience in Machine Learning.

We prepare candidates for the job interviews with mock tests, cognitive interviews, behavioral questions, psychological assessments to ensure they are ready to perform from day one.

80% of our Machine Learning training in San Diego is activity-based; thus, you get to learn the core ML principles by working on live projects and case studies.

Our candidates can repeat any Machine Learning session at no extra cost.

Online Machine Learning Training in San Diego

At SynergisticIT have built a strong association with the world’s leading companies like Google, Cisco, Apple, Dell, PayPal, and others. It enables us to place our technically trained candidates in such Fortune 500 Companies.

When you complete Machine Learning training at SynergisticIT, you will get a certificate that can help you stand out in the cut-throat market.

Big Companies looking to hire Machine Learning Engineers

Course Curriculum of Machine Learning Training

Our Machine Learning training in San Diego covers topics from beginner to intermediate and advanced levels. All theory sessions are supplemented with hands-on exercises that help you gain a practical understanding of all topics covered. You will learn to effectively apply Machine Learning algorithms, develop intelligent systems, and extract gainful business insights through our comprehensive training. This course is tailored to meet the ongoing needs of employers and industries.

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
Online Machine Learning Training in San Diego

Who can take this Machine Learning Training in San Diego ?

Our training is designed for everyone who wants to build a successful Machine Learning career. It is best suited for:

Freshers

College graduates or undergraduates

Information Architect

Business Analyst

Analytics Manager

Aspiring Data Scientists/ Machine Learning Engineers

Web Developers

Mathematicians

Careers after Machine Learning in San Diego

The growing demand for skilled Machine Learning professionals continues to expand across different industries like Finance, Transportation, Healthcare, Manufacturing, Advertising, IoT, Retail, etc. Reportedly, the annual growth rate of Machine Learning will reach $152,24 billion at a CAGR of 38.6% by 2028. Due to the shortage of qualified Machine Learning Engineers companies are willing to pay higher annual salaries ranging from $75,000 to $1,80,000. Once you develop soft skills and technical proficiency in Machine Learning, you can except several rewarding careers such as:

  • AI Programmers
  • Machine Learning Engineers
  • Data Scientist
  • Research Scientist
  • BI Developer
  • Product Designer
  • NLP Scientist
  • Human-Centered AI Designer
  • Robotics Engineer
  • Cybersecurity Analyst
Machine Learning Training Online in San Diego

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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