Program Overview
The iiisdes.com Machine Learning Certification Programme is an 8-month online course designed for graduates, featuring 180+ hours of live expert-led sessions. It includes a 5-month core foundation in data science followed by a 3-month specialization in AI and Machine Learning, aligned with industry needs like statistical modeling and deep neural networks.
Core Foundation Modules (Months 1-5)
Build essential data science skills before advancing to ML.
- Python Programming and SQL: Learn data manipulation with NumPy, Pandas, and database querying.
- Mathematics for ML: Cover linear algebra, calculus, probability, statistics, and hypothesis testing.
- Data Processing and EDA: Techniques for cleaning, preprocessing, exploratory analysis, and visualization using Matplotlib/Seaborn.
AI/ML Specialization Modules (Months 6-8)
Focus on advanced ML concepts with hands-on projects.
- Supervised Learning: Regression (linear/logistic), classification (decision trees, random forests, SVM, KNN, Naive Bayes).
- Unsupervised Learning: Clustering (K-means), dimensionality reduction (PCA), ensemble methods, and boosting.
- Deep Learning and Neural Networks: Design deep neural networks, CNNs, RNNs, model evaluation, validation, and optimization.
Projects and Tools
Apply skills through real-world projects like predictive modeling and image recognition. Key tools include Python libraries (Scikit-learn, TensorFlow), emphasizing data wrangling and scalable ML.
FAQs
Who is this program for?
Ideal for graduates, beginners, and working professionals with basic math/programming knowledge seeking ML careers.
What is the duration and format?
8 months online with 180+ hours of live sessions, weekend classes, hands-on projects, and flexible access.
Do I need prior experience?
No prior ML experience required; starts with Python/SQL foundations. Basic math helps.
What certification do I get?
iiisdes.com Machine Learning Certification upon completion, plus portfolio projects for job readiness.
Are there job guarantees?
Dedicated placement support with industry projects, resume building, and interview prep.
Why Choose iiisdes.com
This program stands out with mentor-led training mirroring industry leaders like Hero Vired, using tools like Scikit-learn and TensorFlow. It validates in-demand skills through certifications, projects, and networks, boosting career growth in high-paying ML roles amid evolving AI trends.