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Introduction Of Machine Learnig (Advance)
2 Days | 18 hrs
Mathematics for Machine Learning
1. Introduction to Calculus, Linear Algebra, Probability, Statistics and Random Variables
2. Introduction to Python, numpy, pandas etc.
3. Python assignments.Machine Learning Basics
1. Fundamentals of Machine Learning
2. Application in Machine Learning- Classification, Regression etc.
3. Introduction to the theory and algorithms of :
→ Supervised Learning
→ Semi Supervised Learning
→ Unsupervised Learning
→ Graphical Models
→ Predictive ModellingPractical Machine Learning-Frameworks
1. Machine Learning Frameworks :
→ Google COLAB
→ Sci-kit-learn
→ TensorFlow
→ PyTorch
→ Keras
2. Industry grade tools and technologies for implementing a practical machine learning project
3. Assignments – classification, regression and mathematical models
QuizNeural Network and Deep Learning
1. Introdution to theory of neural networks and stochastic gradient descent
2. Deep neural networks, CNN, RNN, Auto Encoders
3. LSTM, GAN, Capsule networksPractical Machine Learning – Your own models
1. Implementing a Neural Network from scratch
2. Implementing a Deep Neural Network (CNN, RNN, GAN) in Tensorflow/PyTorch
3. Developing AI projects and practical caveats in implementing machine learning models
4. Organizing Machine Learning ProjectsResearch and Applications
Apply Course
1. Applications of AI in Industry and Academia
2. Computer Vision
3. Natural Language Processing
4. What’s hot in AI research – a discussion on state of the art and recent trends in AI
Quiz -
Introduction Of Machine Learnig (Basic)
Day 1 | 8 hrs
Mathematics for Machine Learning
1. Introduction to Calculus
2. Introduction to Linear Algebra
3. Introduction to Probability & StatisticsMachine Learning Basics
1. Fundamentals of Machine Learning
2. Machine Learning Practical Applications: Classification, Regression etc.
3. Supervised Learning
4. Semi Supervised Learning
5.Unsupervised Learning
6. Neural Networks and Deep LearningPractical Machine Learning
1. Machine Learning Frameworks : Python, Google COLAB, TensorFlow, Pytorch, Keras
2. Code Classification and Time series Prediction Models
3. Implementing a Neural Network from ScratchQuiz
Apply Course -
K120 CORDED KEYBOARD
₹900.00Brand: Logitech
Model: Logitech K120
Overview:
This full-size keyboard with integrated number pad makes data entry, calculations and navigation a breeze. The curved space bar along with easy-to-read keys provide a comfortable and familiar typing experience.
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LAPCARE 1530 Adapter
₹500.00Brand: Lapcare
Model: LSOADNP1530
Unit: 6
Overview:
A laptop adapter is crucial for the smooth use of the device, as it enables you to charge your laptop batteries with ease. Each brand and model has a specific laptop power adapter that is compatible with it. Thus it is important to know your laptop model well before you purchase a replacement adapter for it. Proper voltage, watts and amperage of your laptop model are some essentials that you need to keep in mind.
Lapcare brings you one the finest and largest range of laptop adapters. Compatible with different brands and models, these adapters come with a warranty of 12 months. Apart from this it also comes with a unique lapcare protection plan which insures your connected equipment to the adapter.
Features:
High-efficiency power conversion ratio and low ripple operating noise lpp
High-gloss casing
Over current protection / Over voltage protection / Short circuit protection / Over temperature protection
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LAPCARE AIR STATION LAPTOP COOLING PAD (LAS7003)
₹850.00Brand: Lapcare
Model: LAPCARE AIR STATION LAPTOP COOLING PAD (LAS7003)
EAN CODE: 8906056867234
Overview:
Improve your laptop performance and efficiency by keeping its processor and other hardware cooler. The ergonomically designed laptop cooling station with low noise dual fans is a perfect product for laptops upto 15 inches. Apart from preventing overheating of the laptop, the air station also works as a docking station and makes working less tiring and trouble-free
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LAPCARE LHOADSM1515 65 W Adapter
₹400.00Brand: Lapcare
Model: LAPCARE LHOADSM1515 65 W Adapter
Overview:
A laptop adapter is crucial for the smooth use of the device, as it enables you to charge your laptop batteries with ease. Each brand and model has a specific laptop power adapter that is compatible with it. Thus it is important to know your laptop model well before you purchase a replacement adapter for it. Proper voltage, watts and amperage of your laptop model are some essentials that you need to keep in mind. Lapcare brings you one the finest and largest range of laptop adapters. Compatible with different brands and models, these adapters come with a warranty of 12 months. Apart from this it also comes with a unique lapcare protection plan which insures your connected equipment to the adapter.
13 Units [₹400/per unit]
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LAPCARE LHOADSM1517 ADAPTER
₹450.00Brand: Lapcare
Model: LAPCARE LHOADSM1517 Adapter
Overview:
- Low Ripple operating noise
- High gloss casing
- Small 3-pin AC input
- High-efficiency power Conversion ratio
- Over current, Over voltage, Short circuit & Over temperature protection
- Design to support low voltage input (100 v A/C)
- Lapcare Adapter for HP 19v 4.74A 90W Smart Pin
11 Units [₹450/per unit]
