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
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
Days
Hours
Minutes
Seconds
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
Message us
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Hear from Our Successful Graduates
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Outstanding Course highly recommended. I recently completed QA training. and Must say it exceeded my expectation in every way. Thank... read more
Maseeh Muj
February 6, 2025Itlearn360 is a great educational training and placement center .Great supportive team especially Kaif .we could reach... read more
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
December 7, 2024Ravi was very patient and helpful throughout the training. His strategy of making students do the code during session is... read more
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
October 7, 2024Overall, my experience with Instructor Ravi Ranjan and the Automation Testing course has been highly positive. The instructor was always... read more
K Lavanya
August 7, 2024 - Huruy hagos
May 7, 2024Awesome hands one training programs. I had a very good experience with them. I recommend them
Gerard Agbo
May 7, 2024 -
Infotek Solutions is a good platform for learning IT skills. They have some really good instructors like Ravi who can... read more
Tithi Das
May 7, 2024 Hamilton Cain
May 7, 2024 -
I learned alot about software testing and Infotec have a good variety of different courses you can take. Also, the... read more
Diana RQ Fernandez
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