Machine Learning Program Training in Houston

Online Machine Learning Training in Houston

SynergisticIT offers the best Machine Learning training in Houston. This training is led by our experienced live instructors who mainly focus on giving practical knowledge of Machine Learning algorithms. You get a deep understanding of how to apply ML tools and techniques for solving real-world business problems. We take regular assessments after each class to monitor your progress. It helps you gain some hands-on experience working on live projects and case studies. This training is designed for freshers and professionals who want to commence a successful Machine Learning career. On completing our Machine Learning training in Houston, you will be skilled in several ML concepts like linear regression, NLP, data manipulation, tableau, model deployment, supervised, unsupervised, and reinforcement learning. It will make you job-ready and competent to perform from day one.

Is Machine Learning a good career choice ?

Let’s look at some top reasons to pursue a Machine Learning career:

Machine Learning is the most sought-after skill of the 21st century. Every industry is eager to hop on innovative Machine Learning products. Due to the high demand for Machine Learning professionals, there has been a surge in the number of jobs. Reportedly, Machine Learning jobs are projected to be worth $31 billion by 2024. So, it is the best time to get upskilled in Machine Learning training in Houston to embark on a steady career.

With a Machine Learning background, you can secure several lucrative job positions such as Machine Learning Engineer, BI Developer, Data Scientist, NLP Scientist, Human-Centered ML Designer, Robotics Engineer, etc.

Many top-level companies like Capital One, eBay, Google, Apple, Twitter, Airbnb, Accenture, and Adobe hire Machine Learning Engineers at prolific salaries ranging from $75,000 to $180,000 per annum.

Machine Learning Certification Training in Houston

Machine Learning is the underlying technology for several real-world applications. From video surveillance, chatbots, virtual personal assistants to image recognition systems, auto-driven cars, and product recommendations, Machine Learning supports various intelligent solutions. Thus, you can have a competitive edge in the market by acquiring all the necessary Machine Learning skills to develop such solutions.

Considering the ever-increasing number of Machine Learning jobs and the growing need for skilled professionals, Machine Learning is definitely a smart career move.

Big Companies looking to hire Machine Learning Engineers

An Insight into our Machine Learning Training Course

At SynergisticIT, we provide comprehensive Machine Learning training in Houston that acquaints you with all the fundamental and advanced concepts of Machine Learning. Our instructors have curated this curriculum after in-depth market research to prepare candidates as per the industry standards. During the course, you will learn to handle large amounts of structured and unstructured data, implement ML algorithms to process the data, and automate the entire process for optimization.

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 Houston

Prerequisites to take our Machine Learning Training in Houston

SynergisticIT provides an immersive Machine Learning Training in Houston that allows you to learn Machine Learning concepts from the beginning. Professionals, students, and even freshers can take this training to get a well-rounded knowledge of Machine Learning. This training does not require prior experience, but you need to be comfortable with algorithms, data structures, variables, linear equations, histograms, etc. Also, it is recommended to have some Python programming knowledge.

Reasons to take Machine Learning Training in Houston from SynergisticIT

We have a world-class Machine Learning faculty with more than 10 years of experience.

The majority of our Machine Learning training course is based on practical exercises. It can help you perceive the actual implementation of ML in the real world.

Our online classes are highly interactive and personalized, similar to the classroom environment. We have a small batch size so that our live instructors can pay equal attention to each student.

We give enough flexibility to our candidates to repeat or retake any session at no additional cost.

When you finish your Machine Learning training at SynergisticIT, you will earn a certificate that can add some value to your resume and help you stand out.

Machine Learning Training Bootcamp in Houston

When you finish your Machine Learning training at SynergisticIT, you will earn a certificate that can add some value to your resume and help you stand out.

Our dedicated placement team prepares you for the job interviews through behavioral questions, technical mock tests, psychological assessments, and cognitive interviews. This wat we ensure you are ready to face day-to-day challenges in your job.

Being the most trusted Machine Learning Bootcamp in Houston, we provide guaranteed job placement. Our strong associations with our top-notch facilitate us to place our skilled candidates in their companies.

Empower yourself by learning some groundbreaking skills in Machine Learning. Let’s help you futureproof your career with our intensive Machine Learning training in Houston that can acquaint you with the invaluable Machine Learning skills in just 5 to 6 months. Join us today to reap a rewarding career.

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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