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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
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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 -
Deep Learning For Creating Digital Content
2 hrs
Learn character animation, transferring styles between images and videos, denoising images using neural networks.
PREREQUISITES: Basic familiarity with deep learning concepts, such as CNNs and experience
with Python.
TOOLS AND FRAMEWORKS: TensorFlow, Torch .
LANGUAGES: English
DURATION: 2 hours -
Coarse-to-Fine Contextual Memory for Medical Imaging
2 hrs
Learn how to improve traditional architectures using coarse-to-fine context memory. Apply it to medical image segmentation and classification tasks.
PREREQUISITES: Experience with CNNs and long short-term memory (LSTM)
TOOLS AND FRAMEWORKS:TensorFlow
LANGUAGES:English
DURATION:2 hours -
Deep Learning for Intelligent Video Analytics
2 hrs
Learn to develop deep neural networks for object detection, localization and tracking.
PREREQUISITES: Experience with deep networks (specifically variations of CNNs) and intermediate level experience with C++ and Python.
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TOOLS AND FRAMEWORKS: TensorFlow
LANGUAGES: English
DURATION: 2 hours -
Applications of AI for Anomaly Detection
2 hrs
Learn to detect anomalies in large data sets to identify network intrusions using supervised and unsupervised machine learning techniques, such as accelerated XGBoost, autoencoders, and generative adversarial networks (GANs).
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PREREQUISITES: Experience with CNNs and Python
TOOLS AND FRAMEWORKS: Keras, GANs
LANGUAGES: English
DURATION: 2 hours -
Clustering
2 hrs
Learn the theoretical foundations of clustering along with fundamental and advanced clustering methods such as distance based, iterative, hierarchical, continuous and categorical, density based methods. Dive into a deeper analysis with measures to analyze quality of clustering and its applications.
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PREREQUISITES: Basic machine learning and python.
TOOLS AND FRAMEWORKS: Python, sci-kit learn, Tensor flow.
LANGUAGES: English
DURATION: 2 hours -
Deep Learning
4 hrs
PREREQUISITES:Neural Networks and python
Apply Course
TOOLS AND FRAMEWORKS:Tensorflow, Keras, PyTorch
LANGUAGES:English
DURATION:4 hours -
Deep Learning Network Optimization
4 hrs
PREREQUISITES: Neural Networks and python.
Apply Course
TOOLS AND FRAMEWORKS: Tensorflow, Keras, PyTorch
LANGUAGES: English
DURATION: 4 hours -
Silverstone Hydrogon D120 ARGB CPU Air Cooler
Brand: Silverstone
Model: Hydrogon D120 ARGB
Taipei, Taiwan, January 28th, 2021 – SilverStone Technology, an established leader in the PC component field, is excited to announce the availability of the new Hydrogon D120 ARGB CPU air cooler, providing new and improved cooling solution for PC and small form factor enthusiasts.
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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]
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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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Godrej ST-PS04P04
₹541.00Brand : Godrej
Model No. : ST-PS04P04
Channel : 4
Current : 4
Over current Protection : Yes
Over Voltage Protection : Yes
Short Circuit Protection : Yes
Body : Plastic
Long Distance Clamp Regulator : Yes
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Lapcare Multi Function Stand Lap Station (LMS7001)
₹550.00Brand: Lapcare
Model: Lapcare Lap Station (LMS7001)
EAN CODE: 8906056867340
Overview:
Lapcare Multi-Function Stand (Lap Station) LMS7001 ergonomically designed laptop station is with adjustable height, angles and auto lock joint. Lap Station is bliss for people who have a habit of working while sitting on bed, floor or couch for long hours. It keeps the laptop screen at eye level and makes working less tiring by reducing eye and neck strain, apart from providing support to hands to help type faster. Lap Station robust material & design allows it to hold a weight up to 10kg. Its user-friendly and versatile format makes it a true companion of workaholics, of any age or height.
Features:
- Positions your notebook screen at an ergonomically correct height and helps free up desk space
- Cable organizer keeps your keyboard and mouse cables neatly stowed
- Suitable for all models of laptops and Support up to 15.6-inch laptops
- High-quality ABS material used for enhanced durability with
- Auto-lock joint design (patent) and Maximum load 10 Kg
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Godrej Cam Seethru 1.3MP Dome
₹573.00Brand : Godrej
Model : Cam SeeThru 1.3MP Dome
Resolution : 1.3MP
Material : Plastic
Type : Dome
Lens : 3.6 mm
IR : 20m
Audio : No
SD card : No
Never leave your home and loved ones out of your sight. Be it day or night, at home or away, you can ensure that your home and loved ones stay secure with SeeThru IR Camera home surveillance system from Godrej. What’s more, you can view the video feed on your laptop via internet and even on your smart phone via a mobile application. So now you realize, keeping your family safe is as easy as installing a SeeThru Camera. -
Godrej Cam Seethru 1.3 MP Bullet
₹573.00Brand : Godrej
Model : Cam SeeThru 1.3 MP Bullet
Resolution : 1.3MP
Material : Plastic
Type : Bullet
Lens : 3.6 mm
IR : 20m
Audio : No
SD card : No
The Seethru range of CCTV uses KATVIEW Camera Imaging Technology. It automatically adjusts to bright and dark environments to give a clear image even in low light conditions.Be it day or night, at home or away, you can ensure that your home and loved ones stay secure with SeeThru Home Surveillance System from Godrej. What’s more, you can view the video feed on your laptop via internet and even on your smart phone via a mobile application. So now you realise, keeping your family safe is as easy as installing a SeeThru Home Surveillance System!
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Godrej ST-PS08P07
₹631.00Brand : Godrej
Model : ST-PS08P07
Channel : 8
Current : 7
Over current Protection : Yes
Over Voltage Protection : Yes
Short Circuit Protection : Yes
Body : Plastic
Long Distance Clamp Regulator : Yes
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Unitek USB-C to USB-A Adapter
₹660.00Brand: Unitek
Model: Y-A025CGY
Product Features:
- USB-C male to USB-A female adapter, designed for data transfer and charging over USB-C enabled devices, to connect to any USB-A devices or peripherals (e.g. flash drive, keyboard, mouse etc.)
- With USB3.0 specification, the data transfer rate up to 5Gbps. Backward compatible with USB2.0/1.1.
- Charging up to 5V2A while using USB-C PD charger and the supporting cable.
- Ultra tiny design, carrying easily as your belongings.
- Sleek and solid aluminium-alloy housing to ensures durability.
Hardware&Dimension:
Color: Space GreyPackage Contents:
1 x USB-C to USB-A Adaptor -
Silverstone SST-CPF01 sleeved cable
₹800.00Brand: Silverstone
Model: SST-CPF01
1. Beautiful all black sleeved cable
2. Supports 2 PWM fans from a single motherboard PWM header
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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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CyberPower B0415SA0-UN Surge Protection
₹857.00Brand: CyberPower
Model: B0415SA0-UN
Overview:
CyberPower B0415SA0 is ideal for home surge protection. The surge protector is designed with Metal Oxide Varistor (MOV) technology to safeguard the surge suppressor and connected electronic equipment by absorbing spikes in energy caused by storms and electrical power surges. The product also features overload protection, impact-resistant casing and more, providing reliable protection for your electronic devices.
FEATURES
- Surge Protection
- Computer-grade Protection
- Overload Protection
- Keyhole Mounting Slots
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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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Godrej STE-FD20IR3-6P-1080P
₹949.00Brand : Godrej
Model : STE-FD20IR3.6P-1080P
2MP 3.6MM Plastic Dome camera
Watch over your property with crystal clarity – day or night with Godrej’s HD CCTV Camera range. Its special IR cut filter is automatically switched on and off during the day and night respectively. Thereby ensuring the best quality recording at all times.
The range is available in bullet and dome designs with multiple resolution options like 2MP, 4MP, 5MP with fixed and varifocal lens, varying between 2.8mm to 12mm. It is available in plastic as well as metal body. It is simply a plug-n-play solution with ease of installation. The range finds applications, both, indoors and outdoors. Ideal for commercial and public spaces like banks, offices, fuel stations, toll plazas, etc. also available with in-built microphone.
Body : Plastic
Focal Length : 3.6mm
Resolution : 2 MP
Lens Type : Fixed
Camera Type : Dome
Product Series : Eco
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Godrej STE-FB20IR3-6P-1080P
₹1,019.00Brand : Godrej
Model : STE-FB20IR3.6P-1080P
2MP 3.6MM Plastic Bullet
Watch over your property with crystal clarity – day or night with Godrej’s HD CCTV Camera range. Its special IR cut filter is automatically switched on and off during the day and night respectively. Thereby ensuring the best quality recording at all times.
The range is available in bullet and dome designs with multiple resolution options like 2MP, 4MP, 5MP with fixed and varifocal lens, varying between 2.8mm to 12mm. It is available in plastic as well as metal body. It is simply a plug-n-play solution with ease of installation. The range finds applications, both, indoors and outdoors. Ideal for commercial and public spaces like banks, offices, fuel stations, toll plazas, etc. also available with in-built microphone.
Body : Plastic
Focal Length : 3.6mm
Resolution : 2 MP
Lens Type : Fixed
Camera Type : Bullet
Product Series : Eco
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Unitek DisplayPort to VGA Adapter
₹1,075.00Brand: Unitek
Model: Y-5118E
Product Overview:
- VGA 1080P UXGA resolution
- Diminutive Dimension
This adapter helps convert the signal from DisplayPort interface to VGA. Resolution up to full HD 1920×1200.
Product Features:
- Support PC resolutions up to 1920×1200 and HDTV resolutions up to 1080p
- Easy to use with no software required
Hardware&Dimension:
- Upstream: Display Port
- Downstream: VGA Port
- Color: Black
Package Contents:
1 x DisplayPort to VGA Female Converter -
Godrej Cam STE FD20IR3.6P-1080P CCTV
₹1,091.50Brand : Godrej
Model : Cam STE FD20IR3.6P-1080P CCTV
Overview
Watch over your property with crystal clarity – day or night with Godrej’s HD CCTV Camera range. Its special IR cut filter is automatically switched on and off during the day and night respectively. Thereby ensuring the best quality recording at all times.
The range is available in bullet and dome designs with multiple resolution options like 2MP, 4MP, 5MP with fixed and varifocal lens, varying between 2.8mm to 12mm. It is available in plastic as well as metal body. It is simply a plug-n-play solution with ease of installation. The range finds applications, both, indoors and outdoors. Ideal for commercial and public spaces like banks, offices, fuel stations, toll plazas, etc. also available with in-built microphone.
NOTE: All Prices are inclusive of GST
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HP 65W 4.5MM LC AC ADAPTER INDIA 3FF84AA
₹1,100.00Brand : HP
Model : 3FF84AA
Overview
1 Year Limited Warranty (Return to HP/Dealer – Standard Bench Repair & Phone-in Assistance)
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Silverstone SST-CPF02 CPU Fan Connector
₹1,200.00Brand: Silverstone
Model: SST-CPF02
1. Beautiful all black sleeved cable
2. Supports 3 PWM fans from a single motherboard PWM header
3. Compatible with 4pin PMW fan connector and 3pin fan connector
