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
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
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
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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 I could continue since I was having a career gap. But thank you, Mr. Kaif, for being there when I have questions regarding registration and any related issues during class. Without a doubt, he is always there to help. I really appreciate your patience and always giving me clear information.
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 made learning Python an enjoyable and enriching experience. I'm grateful for all your guidance and support.
Ravi is very professional, I found that he explains in such a way that makes it very easy to understand.... read more He made classes interesting and ensured all questions were answered.
professional, concepts in details explanation for easy understanding,
Outstanding Course highly recommended. I recently completed QA training. and Must say it exceeded my expectation in every way. Thank you to... read more the entire team for creating such a well-designed learning experience.
Outstanding Course highly recommended. I recently completed QA training. and Must say it exceeded my expectation in every way. Thank... read more you to the entire team for creating such a well-designed learning experience.
Itlearn360 is a great educational training and placement center .Great supportive team especially Kaif .we could reach... read more to him at any time for any concern , he always go beyond to help and even jay sir too . Highly recommended itlearn360 .
I took the Master Selenium WebDriver with Java course. My instructor Ravi was very knowledgeable and dedicated to having me... read more understand the material. I recommend this course as it was one on one so I was able to ask questions and the course went at a pace that was comfortable for me. I would take another course with them and hopefully get Ravi as my instructor again.
Ravi was very patient and helpful throughout the training. His strategy of making students do the code during session is... read more good. I was able to learn everything on time.
Changing your career path always comes with a fear of unknown but when you have INFOTEK Team to support your... read more goals then it becomes a whole lot better. Kaif was always clear and prompt in communication from on boarding to setting up with the trainer. I was trained by Ronak who is one of the best trainers I have had dealt with in years of my professional career. She was very thorough and patient during the process, and learning a new technology was made a piece of cake. Thanks everyone at INFOTEK for your guidance!
Overall, my experience with Instructor Ravi Ranjan and the Automation Testing course has been highly positive. The instructor was always... read more available to answer questions and provided detailed explanations, which greatly helped my understanding of the material. Thanks to Ravi
Ravi sir ! I am truly grateful for your time and effort that you invested in guiding me trough the project... read more .your high level of knowledge and professionalism have made significant impact on my learning experience . and I feel fortunate to have had the opportunity to learn from you . Thank you once again for your patience and your exceptional guidance and support throughout this journey.