Best Machine Learning Training in San Francisco

Best Machine Learning Training in San Francisco

SynergisticIT provides hands-on Machine Learning training that gives you the right exposure in applying Machine Learning algorithms such as Decision Tree, Linear Regression, K-Means, Logistic Regression, Naive Bayes, K-Means, etc. Our trainers with 10+ years of industry experience assist you throughout this intensive training. We provide a knowledge-packed, professional learning experience under which candidates learn the real-world application of Machine Learning. By the time you finish this Machine Learning training in San Francisco, you will become competent in building predicting models and data analysis.

What is the importance of studying Machine Learning ?

Being a robust subfield of Artificial Intelligence, Machine Learning enables computers to make smart business decisions via data interpretation without any human intervention. Over the recent years, it has gained much popularity with the rise of Big Data technology. Today, one can see the imprints of Machine Learning in all areas of our lives, be it traffic alerts by Google Maps or Amazon’s product recommendation. Machine Learning helps businesses improve their customer experiences. Let’s look at some reasons to pursue a Machine Learning career:

The global Machine Learning market growth is projected to reach $152.24 billion by 2028. It means that there will be plenty of jobs for Machine Learning professionals in the near future. Thus, getting Machine Learning training in San Francisco can be a fruitful decision for your career.

Importance of ML

Machine Learning is the most in-demand skill in the IT industry. However, there is inadequate talent in the job market. Leverage the chance to get upskilled in Machine Learning and meet the rising demand.

World’s leading companies like Twitter, Dell, Zoom. Amazon, Adobe, Google hire Machine Learning Engineers. So, if you sign up for the best Machine Learning training in San Francisco, you may stand a better chance to work with the top companies.

Machine Learning Engineers are one of the highest-paid tech workers, with an average salary of $75,000 to $180,000 per annum. The rewarding salary in Machine Learning is the main reason why thousands of tech aspirants choose to study Machine Learning.

Diverse industries such as Finance, IT, Advertising, Healthcare, Education, Marketing, Transportation, Manufacturing, and others harness Machine Learning solutions. Hence, by becoming a Machine Learning Engineer, you can get started in any top-notch industry.

Big Companies looking to hire Machine Learning Engineers

The courseware of our Machine Learning Training

Our Machine Learning training in San Francisco entails beginner, intermediate and advanced level ML topics. We back all our theory lectures with hands-on practical exercises to reinforce your understanding of our extensive course coverage. You will learn to build intelligent machines, extract gainful business insights, and apply Machine Learning concepts while working on live projects. Our curriculum is updated as per the latest market standards and prepares you for the upcoming job challenges.

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

Benefits of taking our Machine Learning Training in San Francisco

When you join SynergisticIT, you get full-time support from our world-class faculty with 10+ years of experience in Machine Learning.

Our Machine Learning training is majorly based on practical exercises that familiarize you with the actual implementation of Machine Learning.

We provide a highly interactive learning experience in our online classes. All our sessions are conducted in small batches that enable our live instructors to pay equal attention to each student.

Our candidates can repeat or retake any Machine Learning training session at no additional cost.

Benefits of our ML training

When you complete our Machine Learning training in San Francisco, you will earn a well-recognized certificate that can help you stand out by adding value to your resume.

We provide career assistance and prepare candidates for job interviews through regular mock tests, soft skill training, psychometric tests, cognitive interviews, etc.

Being a trusted Machine Learning Bootcamp in San Francisco, we provide guaranteed job placement. Most of our candidates secure a job within 3 weeks of completing their training. We market the skills of our technically upskilled candidates to our top clients like Google, eBay, PayPal, Apple, Adobe, Cisco, etc.

Careers after Machine Learning

Careers after Machine Learning Training

There are ample job options for skilled Machine Learning professionals. Once you attain the required knowledge, expertise, and skills in our Machine Learning training in San Francisco, you can readily embark on a promising career as a:

Machine Learning Engineer

Business Intelligence Developer

Human-Centered AI Designer

Cybersecurity Analyst

Robotics Engineer

Data Scientist

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.

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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