Machine Learning Training in Shreveport

Ideal Machine Learning Training in Shreveport

SynergisticIT provides an ideal Machine Learning training in Shreveport that is guided by skilled experts. The primary aim of this program is to equip you with the necessary skills to effectively extract valuable information, develop predictive models, and apply ML algorithms. The course is designed to cater to the current needs of employers, ensuring that candidates are well-prepared for their careers. The training involves various coding assignments, case studies, and capstone projects that are task-oriented, making it ideal for individuals seeking a career in machine learning.

Why Take Machine Learning Training at SynergisticIT?

Interview preparation: Our company provides comprehensive career support for our candidates, including assistance with interview preparation through psychometric tests, mock tests, cognitive interviews, technical interview questions and answers and soft skill training.

Job placement: Upon completion of our Machine Learning training in Shreveport, graduates are guaranteed job placements in top companies such as IBM, Dell, Google, Apple, eBay, Infosys, and Deloitte.

Career-ready: Our training is focused on providing career-oriented skills that are necessary for success in the industry. We offer hands-on experience through project-based training, which helps candidates develop critical thinking abilities and a machine learning professional mindset.

Why Take Machine Learning Training at SynergisticIT

Skill enhancement: Our Machine Learning bootcamp in Shreveport provides industry-specific training that ensures you stay up-to-date with the latest advancements and trends in ML. This helps you meet the industry standards by acquiring the necessary skills and knowledge.

Big Companies looking to hire Machine Learning Engineers

Machine Learning Training Course Curriculum

Machine learning training In Shreveport covers a wide range of topics such as Strings, Objects, Data Analysis, Model Deployment, Python, Data Manipulation, KNN Algorithm, Deep Learning, Decision Tree, NLP, Tableau, and other best practices in the field. Our program is designed to prepare candidates to meet the rigorous standards of the industry. To ensure our fast-track training is effective, we regularly test and assess our candidates.

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

Reasons To Study Machine Learning

AI has a subset known as machine learning that allows computers to identify patterns and make informed judgments based on provided data, without any human involvement. The demand for skilled machine learning experts has increased significantly due to the substantial growth of machine learning solutions. If you are considering a career in machine learning, let us provide you with some clarity:

Machine learning has become prevalent in numerous top industries, including logistics, finance, education, transportation, and healthcare, among others.

Machine learning is a highly sought-after skill that offers professionals lucrative salaries ranging from $75,000 to $180,000 per year.

Major tech companies such as Facebook, Google, and Apple are utilizing machine learning solutions to improve customer experience, making it possible for those with machine learning expertise to secure jobs with these prestigious organizations.

Reasons To Study Machine Learning

As the demand for machine learning-based solutions continues to increase, job opportunities for machine learning engineers are expected to grow significantly with a projected market value of $31 billion by 2024. Acquiring skills in machine learning can greatly enhance one's job prospects.

The industry is facing a 66% gap in supply and demand of machine learning professionals creating a talent crunch. To address this shortage, individuals can receive Machine Learning training in Shreveport and fill the skill gap.

Top Career Options in Machine Learning

Top Career Options in Machine Learning

Machine learning training in Shreveport can lead to a variety of lucrative career paths, such as:

  • Machine Learning Engineer
  • Human-Centered AI Designer
  • AI Programmer
  • Data Scientist
  • NLP Scientist
  • BI Developer
  • Product Designer
  • Robotics Engineer
  • Cybersecurity Analyst
  • Research 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. SynergisticIT Home 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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