Machine Learning Training Program in Los Angeles

Online Machine Learning Training in Los Angeles

SynergisticIT is the best and most trusted Machine Learning Bootcamp in Los Angeles. We provide a comprehensive Machine Learning training course that helps you gain a deep understanding of Machine Learning and Artificial Intelligence. You will learn to effectively apply ML algorithms to real-world problems. This training is focused on building in-demand Machine Learning skills among the students and prepare them for high-level jobs in Fortune 500 Companies. You will be awarded a completion certificate by the time you finish our Machine Learning Training in Lose Angeles.

Why Choose SynergisticIT for Machine Learning Training in Los Angeles ?

We have certified instructors with 10+ years of industry experience in Machine Learning.

80% of our Machine Learning training is task-based that enables you to develop hands-on expertise.

We offer a personalized learning experience with interactive and engaging online sessions. Our live instructors address each student's doubts equally as we have a small batch of 5-7 students per class.

You get placement and job assistance when you are about to complete our Machine Learning training in Los Angeles. We take technical mock tests, psychological assessments, and cognitive interviews to ensure you are job-ready.

Machine Learning Training in Los Angeles

Our students get the flexibility to retake or repeat any session at no additional cost.

We are known for 100% job placement support. Our strong association with leading companies like Dell, Apple, Google, Ford, Cognizant, Expedia Group, PayPal, Cisco, and others, allows us to place our candidates in such top companies.

The average salary of skilled Machine Learning professionals ranges from $75,000 to $180,000 per annum. So, when you take Machine Learning training, you can secure high-paying jobs.

Big Companies looking to hire Machine Learning Engineers

Course Content of our Machine Learning Training

At SynergisticIT, we provide a well-defined and structured curriculum. Our Machine Learning training in Los Angeles is divided into multiple modules that enable you to learn this thriving technology from scratch. You will become competent in extracting meaningful business insights, analyzing structured and unstructured data, and applying the latest ML algorithms to build advanced predictive models. This training will make you high-tech savvy and an expert at solving complex business problems.

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 Los Angeles

Who Should Attend Machine Learning Training ?

Candidates who aspire to start a career as a Big Data Analyst, Data Scientist, Machine Learning Engineer, Developer, Analytics Manager, or Business Analyst can take our Machine Learning Training in Los Angeles. This training does not require any prior experience, so you can enroll if you are a:

Fresh Graduate or Undergraduate

Mid-level Executive

An employee planning to adopt big data technologies

Manager with a basic programming knowledge

Best Career Options in Machine Learning

Many people assume Machine Learning will take over human jobs in the future. A report by the World Economic Forum states that 85 million jobs will get replaced by AI-based machines by 2025. Though it may seem to be a matter of concern, it is not relevant for all the job positions. In fact, the advancement in AI and Machine Learning has surged the number of jobs. You can also explore an array of careers after taking Machine Learning training in Los Angeles, such as:

  • Machine Learning Engineer
  • NLP Scientist
  • Human-Centered AI Designer
  • Business Intelligence Developer
  • Data Scientist
  • Robotics Engineer
  • Cybersecurity Analyst
Average Salary in Machine Learning in USA

As more and more companies harness Machine Learning and AI-driven solutions, getting upskilled in this lucrative technology has become indispensable. We have helped thousands of aspirants in setting their careers through our Machine Learning training in Los Angeles, and we can help you too. So, join us today to reach your maximum potential.

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.

Read More

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…

Read More

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…

Read More

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…

Read More

Find Machine Learning Certificate Training Course in other Cities