Machine Learning Training in Fresno

Best Machine Learning Training in Fresno

In today’s digital era, the importance of Artificial Intelligence and Machine Learning is beyond measurement. Companies worldwide harness ML and AI-based solutions to make informed business decisions based on data. Thus, studying Machine Learning has become essential to sustain in the competitive job market. Considering the significance of Machine Learning, SynergisticIT offers intensive Machine Learning training in Fresno. It is an online training led by experienced trainers that build your practical skills and Machine Learning knowledge. Our objective is to make you competent in Machine Learning through hands-on exercises and project development practices. We also provide career coaching to help you get started in this thriving industry. By the end of our Machine Learning Training in Fresno, you will be in a position to commence a winning Machine Learning career.

Reasons to study Machine Learning

Being a potent subset of Artificial Intelligence, Machine Learning allows computer systems to identify patterns, learn from fed data, and make smart business decisions with no explicit programming. Today, many industries like finance, retail, transportation, government, healthcare, education, and others have realized the value of adopting Machine Learning solutions. It has enlarged the number of jobs for qualified and skilled Machine Learning Engineers. Let’s check out the benefits of Machine Learning and understand the reasons to take Machine Learning training in Fresno:

Higher Salaries: Being the most in-demand tech skill, Machine Learning has a lot to offer to professionals upskilled in Machine Learning technology. Companies offer lucrative salaries ranging from $75,000 to $180,000 per annum to skilled ML developers. So, by knowing your way around Machine Learning, you can bag some highest-paying jobs.

Machine Learning Training Program in Fresno

Work in Fortune 500 Companies: Many renowned tech companies like Twitter, Google, Apple, Airbnb, Accenture, eBay, Adobe, Yelp, Capital One, and others hire Machine Learning engineers to improve their digital experience. Thus, get a chance to work in Fortune 500 Companies by taking Machine Learning training in Fresno.

Plenty of Jobs: Machine Learning jobs are expected to be worth $31 billion by 2024, with 76% of companies spending on ML and AI-based solutions. Hence, you can have endless job opportunities once you acquire Machine Learning competency.

Inadequate talent: Despite the tremendous growth in Machine Learning, there remains a shortage of skilled resources in the AI and ML industry. At present, there is a 66% gap between the demand and supply of Machine Learning professionals. Leverage the opportunity to bridge the skill gap by getting Machine Learning training in Fresno.

Better Career Prospects: The recent annual growth rate of Machine Learning shows that the industry will reach $8.8 billion by 2022 at a CAGR of 43.6%. It vouches for the higher career opportunities for Machine Learning Engineers, so pursuing it can be a safe bet to build a stable future.

Big Companies looking to hire Machine Learning Engineers

Machine Learning Training Course Overview

Our Machine Learning Training in Fresno is designed as per the latest tech advancements in Machine Learning and Artificial Intelligence. It imparts the most sought-after skills such as data manipulation, logistics regression, tableau, linear regression, model deployment, unsupervised, supervised learning, deep learning, NLP, and others needed to start a Machine Learning career. We engage candidates in real-world case studies to reinforce their practical Machine Learning knowledge. By the end of this training, you will be skilled in extracting gainful business insights, building intelligent systems, and applying Machine Learning algorithms.

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 in Fresno

Who can take our Machine Learning Training ?

Our Machine Learning training in Fresno is not targeted to a particular group, so anyone can join regardless of being a fresher, intermediate learner, or a working professional. This training is best suited for:

College graduates or undergraduates

Tech Enthusiasts

Analytics managers

Mid-level Executives

Developers wanting to switch to Big Data technology

Aspiring Data Scientist, Machine Learning Engineer, AI developer, or Big Data Analyst

Careers Paths in Machine Learning

Our Machine Learning training in Fresno is a roadmap to different rewarding careers, such as:

  • Machine Learning Engineer
  • NLP Scientist
  • AI Programmer
  • Data Scientist
  • Robotics Engineer
  • BI Developer
  • Cybersecurity Analyst
  • Product Designer
  • Research Scientist
  • Human-Centered AI Designer
Machine Learning Training Bootcamp in Fresno

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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