Applied Data Science Course
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Internally done by trainer
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.
To expand your knowledge in the field of Applied Data Science by learning Data Mining and Machine Learning and implement them with Python.
The Course is ideal for:
• Professional interested to move/ grow their career in the field of Data Science as data scientist/ analyst.
• Higher management who wants to add up the knowledge of Data Science with their expertise.
• Professional from different background want to work as data analyst. (Retail, Marketing, Medical, Finance, Human Resource etc)
• Fresh Graduate: Interested in statistics or analytical skill and coding.
• Those who are interested to gain knowledge in different libraries of Python like Pandas, Numpy, Scikit-Learn with real time use.
• Introduction of Python
• Numpy for Data Handling
• Data Frame for 2 dimensional data like spreadsheet
• Introduction to Machine Learning
o Life cycle of data analysis
o Supervised and Unsupervised
• Data Preparation and Data quality
• Classification (K nearest neighbour algorithm and its implementation)
• Rule Based Algorithm and implementation
o Decision Tree
o Random Forest
• Regression and its implementation
o Linear Regression
o Logistic Regression
• Time series algorithm and its implementation
• Model Evaluation and accuracy
• Case Study/assignment
• Any Graduate / Post-Graduate background.
• Basic mathematical skillset.
• Good analytical and problem-solving skill.
• If you have a basic coding knowledge in a plus point for you. But it is not mandatory.
- Lectures 0
- Quizzes 0
- Duration 3 hours
- Skill level All level
- Language English
- Students 273
- Assessments Yes