AI for Developers – Master Class in Machine Learning (Python)

Learn Practical AI with Python, Scikit-learn, TensorFlow, and Real Projects Delivery: Online & Classroom (Herndon, VA) | Duration: 24 Hours

Why Join This AI Master Class?

  • Apply core AI/ML concepts using Python

  • Build, evaluate, and improve machine learning models

  • Clean and visualize data with Pandas and Seaborn

  • Master Scikit-learn and TensorFlow workflows

  • Deploy models via Flask and APIs

  • Work on real-life case studies in NLP, Computer Vision, and more

AI for Developers - Master Class in Machine Learning (Python) - Site

Who Is This Course For?​

  • Python developers and software engineers

  • Backend/frontend developers exploring AI

  • Tech professionals adding AI capabilities to their applications

  • Students and working professionals transitioning into AI roles

Next batch starts in

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What You'll Learn – Key Modules

  • What is AI, ML, DL – Key concepts

  • Use cases for developers

  • Problem → Data → Model → Deployment pipeline

  • Environment setup (Anaconda, Jupyter)

  • Lab: Setup and basic Python refresh

  • Arrays, reshaping, broadcasting

  • Series and DataFrames

  • Reading and cleaning CSV, Excel, and JSON

  • Handling missing values, filtering

  • Lab: Basic EDA and visualizations with Seaborn

  • Linear regression and loss functions

  • Train-test split and cross-validation

  • MAE, MSE, RMSE

  • Feature scaling and one-hot encoding

  • Lab: Predict housing prices with real data

  • Logistic regression, KNN, Naive Bayes, SVM

  • Confusion matrix, accuracy, precision, recall

  • ROC-AUC curve, F1 Score

  • Lab: Titanic survival prediction

  • K-Means clustering

  • DBSCAN and hierarchical clustering

  • Principal Component Analysis (PCA)

  • Feature scaling, elbow method

  • Lab: Customer segmentation project

  • Introduction to deep learning & neural networks

  • TensorFlow/Keras model architecture

  • Activation functions, optimizers, dropout

  • CNN for image classification

  • Lab: MNIST or CIFAR-10 image classifier

  • Exporting models with pickle and joblib

  • Creating REST APIs with Flask

  • Integration with front-end or third-party apps

  • Lab: Deploy classification model as a live API

Book Your Demo

Book Your Free Demo Session

Offer Alert: 30% Off for First 10 Enrollments!

Email Address

training@infotek-solutions.com

Call us

+1-(802)-518-0095

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Hear from Our Successful Graduates

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  • I started my QA learning online with Infotek Solutions. At the beginning of the program, I was not sure if... read more

    B B Avatar B B
    May 28, 2025

    Thank you so much, Ravi! You're truly the best Python instructor I've had—exceptionally knowledgeable, calm, and incredibly detail-oriented. Your teaching... read more

    Ishrat Avatar Ishrat
    May 17, 2025
  • Ravi is very professional, I found that he explains in such a way that makes it very easy to understand.... read more

    Preeja S Avatar Preeja S
    March 3, 2025

    professional, concepts in details explanation for easy understanding,

    Tulasi gali Avatar Tulasi gali
    March 3, 2025
  • Outstanding Course highly recommended. I recently completed QA training. and Must say it exceeded my expectation in every way. Thank you to... read more

    Maseeh Muj Avatar Maseeh Muj
    March 3, 2025

    Outstanding Course highly recommended. I recently completed QA training. and Must say it exceeded my expectation in every way. Thank... read more

    Maseeh Muj Avatar Maseeh Muj
    February 6, 2025
  • Itlearn360 is a great educational training and placement center .Great supportive team especially Kaif .we could reach... read more

    Radika Balendran Avatar Radika Balendran
    February 5, 2025

    I took the Master Selenium WebDriver with Java course. My instructor Ravi was very knowledgeable and dedicated to having me... read more

    Carla Yuska Avatar Carla Yuska
    December 7, 2024
  • Ravi was very patient and helpful throughout the training. His strategy of making students do the code during session is... read more

    Sravani Ramisetty Avatar Sravani Ramisetty
    October 24, 2024

    Changing your career path always comes with a fear of unknown but when you have INFOTEK Team to support your... read more

    Syed Bokhari Avatar Syed Bokhari
    October 7, 2024
  • Overall, my experience with Instructor Ravi Ranjan and the Automation Testing course has been highly positive. The instructor was always... read more

    K Lavanya Avatar K Lavanya
    August 7, 2024

    Ravi sir ! I am truly grateful for your time and effort that you invested in guiding me trough the project... read more

    W Cheshty Avatar W Cheshty
    May 31, 2024