Why Choose SRADEX Learning
We are dedicated to bridging the gap between academic knowledge and industry-ready skills.
100% Hands-On Learning
This is not a theoretical course. You will code, build, and deploy models from day one.
Portfolio-Focused Projects
Our curriculum is built around creating projects that you can showcase to employers and on your resume.
Expert Mentorship
Learn from industry veterans with deep practical experience in Data Science and AI.
Build Industry-Ready Projects
Apply your skills to create practical, data-driven applications like these.
Credit Card Fraud Detection
Build a classification model to identify fraudulent transactions from a real-world dataset.
Custom Image Classifier
Train a Convolutional Neural Network (CNN) to recognize and classify objects in your own image dataset.
Sentiment Analysis
Use Natural Language Processing (NLP) to determine the emotional tone behind customer reviews or social media posts.
House Price Prediction
Apply linear regression and advanced techniques to predict property values based on various features.
Stock Price Prediction
Utilize time-series analysis and LSTMs to forecast future stock market trends based on historical data.
Credit Card Fraud Detection
Build a classification model to identify fraudulent transactions from a real-world dataset.
Custom Image Classifier
Train a Convolutional Neural Network (CNN) to recognize and classify objects in your own image dataset.
Sentiment Analysis
Use Natural Language Processing (NLP) to determine the emotional tone behind customer reviews or social media posts.
House Price Prediction
Apply linear regression and advanced techniques to predict property values based on various features.
Stock Price Prediction
Utilize time-series analysis and LSTMs to forecast future stock market trends based on historical data.
50-Day Course Syllabus
Our structured program is divided into four key phases, from fundamentals to advanced projects.
Phase 1: Python & Data Tools (Days 1-8)
Master the essential libraries for data manipulation, analysis, and visualization.
- Python Recap: Solidify your understanding of core programming concepts.
- NumPy & Pandas: Learn to handle data efficiently with arrays and DataFrames.
- Matplotlib & Seaborn: Create insightful and beautiful data visualizations.
Phase 2: Core Machine Learning (Days 9-30)
Build a strong foundation by implementing the most important ML algorithms from scratch.
- Supervised Learning: Master Linear/Logistic Regression, Decision Trees, SVM, and KNN.
- Model Evaluation: Understand metrics like Accuracy, Precision, Recall, and F1-Score.
- Unsupervised Learning: Explore clustering algorithms like K-Means.
- Mini-Project: Apply your skills to predict house prices or detect spam.
Phase 3: Deep Learning (Days 31-45)
Dive into the world of neural networks using TensorFlow and Keras.
- Intro to Neural Networks: Understand ANNs, perceptrons, and activation functions.
- CNNs for Image Data: Build image classifiers for real-world datasets.
- RNNs & LSTMs for Sequential Data: Analyze time-series and text data.
Phase 4: Major Projects & Career Prep (Days 46-50)
Build your portfolio with major projects and prepare for your career in AI.
- Major ML Project: Tackle Credit Card Fraud or Stock Price Prediction.
- Major DL Project: Create an advanced Image Classifier or Sentiment Analyzer.
- Career Guidance: Build your portfolio, GitHub, and Kaggle roadmap.
Earn Your SRADEX Certification
Receive an official SRADEX Certified ML & DL Practitioner certificate to validate your skills and training.
Frequently Asked Questions
Basic knowledge of Python is recommended to get the most out of this course. However, our first module includes a Python basics recap to help you get up to speed quickly.
All live sessions will be recorded and made available to participants within 24 hours. You will have lifetime access to the recordings and all course materials, so you can catch up at your own convenience.
Yes, upon successful completion of all modules and major projects, you will be awarded the "SRADEX Certified ML & DL Practitioner" certificate to showcase your new skills.
You will have access to live doubt-clearing sessions, project walkthroughs, and a dedicated community forum with mentors and peer groups to help you with any questions you may have.
Course Enrollment
- 50 Days of Comprehensive Training
- Live Instructor-led & Recorded Sessions
- 4+ Hands-On Portfolio Projects
- Official SRADEX Certification
- Lifetime Course Material & Recording Access