Courses
Course Content
Introduction to Machine Learning
- Definition and types of Machine Learning
- Applications of Machine Learning
- The role of data in Machine Learning
- Key concepts and terminology
- Setting up a development environment
Supervised Learning
- Linear Regression
- Logistic Regression
- Decision Trees and Random Forests
- Support Vector Machines
- Naive Bayes Classifiers
Unsupervised Learning
- K-means Clustering
- Principal Component Analysis (PCA)
- Singular Value Decomposition (SVD)
- Autoencoders
- Generative Adversarial Networks (GANs)
Deep Learning
- Artificial Neural Networks (ANNs)
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Long Short-Term Memory (LSTM)
- Transfer Learning
Model Evaluation and Selection
- Model evaluation metrics
- Overfitting and underfitting
- Bias-variance tradeoff
- Hyperparameter tuning
- Model ensembles
Real-world Applications
- Image recognition
- Natural Language Processing (NLP)
- Recommender Systems
- Anomaly detection
- Time series forecasting
Ethics and privacy
- Bias in Machine Learning
- Fairness in Machine Learning
- Explainable AI
- Data privacy
- AI governance
Project
- Problem definition
- Data collection and preprocessing
- Model selection and evaluation
- Deployment
- Maintenance
Advance Topics
- Reinforcement learning
- Generative models
- Representation learning
- Graphical models
- Causal inference
Future of Machine Learning
- Current trends and future directions
- Impact of Machine Learning on various industries
- Challenges and limitations of Machine Learning
- Opportunities for further research
- Preparing for a career in Machine Learning
Courses
Videos
Alpha
₹2999 /-
Beta
₹16999 /-
Gamma
₹119999 /-
- Learning Video
- Live Interactive session
- Live Project
- Case Studies
- Reading essentials
- Placement assistance
- Internship opportunity
- Call assistance from experts before Interview
- Mock Interview
- Personalized Mentoring
- Industry tools training
- Industry Specific training
- Paid Internship
- Exclusive access to premium group consisting of 500 different domain experts
- Special Projects
- Placement Guaranteed Service
- Learning Module: 160 Hours
Testimonials
What are they saying
Meghhaa Woraah
CEO & Founder
The course is pretty amazing. The curriculum is well documented and the division of the syllabus class-wise is very optimal and helps the student to grasp the concepts. The video lectures and hint videos are extremely helpful
Raj Grover
Designer
I had joined this course for an online program last year and I have to say that the experience was absolutely amazing. They ensure learning and thorough understanding is their aim. Absolutely loved it!
Jena Karlis
Store Owner
Best teachers ever available for 24*7 hours for any kind of problem or doubt so that they are able to clear. There are videos that teach us to the best of the concepts and help us do all the coding questions. Excellent place, Dedicated staff, Well maintained, Best infrastructure
Matt Brandon
Freelancer
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John Larson
Entrepreneur
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