WHO IS APPLIED DATA SCIENCE COURSE FOR?
In today’s era Data is one of the most essential part of a company. To increase the efficiency of a company, Data are playing a vital role. But we need technical knowledge to understand and visualize data. Applied Data Science course is beneficial for understanding and analyzing data. This course is accomplishing these requirements.
WHAT WILL I LEARN?
Essentials
- The Photoshop Screen
- Getting to know the Tools & Palettes
- Using guides, grids and rulers
- Navigation and Zoom shortcuts
Selections
- Why use Selections?
- Creating selections using Marquee tools
- The Lasso tools
- The Magic Wand and Quick Selection tools
- Adding or Deleting from selections
- Saving and Loading selections
- Controlling Tonal Values
- Creating Toned and Tinted Images
- Selecting by color range
- Feathering selections
- Quick Mask mode
Correcting an Image
- Using the Histogram palette
- Fixing colour with variations
- Using Levels and Curves to fix tone & contrast
- Colour balance and variations
- Hue and saturation controls
- The Vibrance command
Re-Touching Techniques
- Custom colours
- Dodge and burn tools
- Crop and rotate artwork
- Sharpen and Blur filters
- Focus tools
- The Clone & Heal tools
- The Healing Brush tools
- The Colour Replace tool
- Red eye reduction
- Digital darkroom techniques
- Creating and editing gradients
Filters, Painting and Drawing
- Using Filters and Plug-ins
- Using the Unsharp Mask
- Cloning Images
- Using the Burn/Dodge/Sponge Tool
- Mixing and applying paint and fill colours
- Print and web safe colours
- Using the Airbrush, Pencil, Paintbrush and Eyedropper tools
- Using the Paint Bucket tool
- Drawing shapes
- Creating vector shape layers
- Polygon, line and custom shape tools
- The add, subtract, intersect commands
- Editing vector shapes using the pen tools
- Adding colour fills, gradients and patterns
Working with Layers
- Creating and Viewing multiple Layers
- Moving, scaling and rotating layers
- Linking & aligning Layers
- Merging, Flattening and Saving Layers
- Locking and protecting layers
- Layer groups
- Applying and editing type
- Rasterizing shape and text layers
- Saving and flattening layered files
Merging Layers
- Applying transparency
- Basic layer blending modes
- Text layers
- Adjustment layers
- Special effects
- Drop shadows, glows and embossing
- Layer masks
Working with Text
- New Features
- Creating a Text Layer
- Text Paragraphs
- Adding Text Effects
- Painting Text
- Text anti-aliasing
Special Effects
- Using Photoshop filters
- Working with the Filter Gallery
- Fading the effects of filters
- Introduction of Python
- Numpy for Data Handling
- Data Frame for 2 dimensional data like spreadsheet
- Introduction to Machine Learning
- Data Preparation and Data quality
- Classification
- Rule Based Algorithm and implementation
- Regression and its implementation
- Time series algorithm and its implementation
- Model Evaluation and accuracy
- Case Study/assignment
- Life cycle of data analysis
- Supervised and Unsupervised
- Decision Tree
- Random Forest
- Linear Regression
- Logistic Regression
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Frequently Asked Questions
NADIA Training Institute has been the benchmark for professional training in the Gulf market for more than 38 years. We have built thousands of careers and developed skill sets with our world-class training courses. Whether you want to enhance your job prospects or increase your productivity at work, you will find suitable courses at NADIA.
Yes, we do offer weekend and weekday classes based on students requirements. This may be planned with our learning consultants at the time of course registration.
Upon completion of any training program, while we cannot guarantee employment, we can connect you to recruiters and job vacancies from within our network.
NADIA Training Institute supports several different payment methods including cost-free instalment payment plans. Find out more by speaking to one of our learning consultants.
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