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This course is full of best-in-class content by leading faculty and industry experts in the form of videos and projects
Python is a robust programming language used in the development of machine learning algorithms. For any data scientist or expert in this field, knowledge on Python libraries is of the essence to analyze, infer, and make predictions about future data trends. As Python gains more traction in the industry, engineers and data scientists must be exposed and up-to-date with modern standards.
By taking this course, you will learn about the basics of data science, and the implementation of Python to develop machine learning algorithms. This course will give you a solid understanding of the essential Python libraries, evaluation metrics, univariate and multivariate linear regression, K-Mean clustering, hierarchical clustering, and neural networks.
Throughout this course, you will have numerous opportunities to exercise your understanding by completing challenges and projects that require extensive analysis of data sets. You will get the foundation needed to work in the data science, machine learning, or related fields.
On a daily basis we talk to companies in the likes of Tata Elxsi and Mahindra to fine tune our curriculum.
Week 1 - Introduction to Data Science and Programming Languages (Tools) for Data Science
This week will cover
Week 2 - Basics of Programming
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Week 3 - Essential Python Libraries
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Week 4 - Introduction to Machine Learning Cross-Validation, Bias-Variance Tradeoff
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Week 5 - Evaluation Metrics
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Week 6 - Importing Data and Hands-On Imported Data
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Week 7 - Univariate and Multivariate Linear Regression
This week will cover
Week 8 - Principal Component Analysis
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Week 9 - Logistic Regression and k-nearest Neighbor
This week will cover
Week 10 - Decision Tree and Random Forest
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Week 11 - K-Mean and Hierarchical Clustering
This week will cover
Week 12 - Neural Networks
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Our courses have been designed by industry experts to help students achieve their dream careers
Our projects are designed by experts in the industry to reflect industry standards. By working through our projects, Learners will gain a practical understanding of what they will take on at a larger-scale in the industry. In total, there are 2 Projects that are available in this program.
Stock Market Data Analysis and Visualization
You will be given a scenario in which you will work as a data scientist for a stock forecasting company. With this data, you will have to perform data visualization and analysis on the stock market data.
Developing an Early Warning System with Given Data
In this project, you are expected to develop an Early Warning System (EWS) to predict the likely rejection of products manufactured by a company using the given data.
Our courses have been designed by industry experts to help students achieve their dream careers
Skill-Lync has received honest feedback from our learners around the globe.
Talk to our career counsellors to get flexible payment options.
INR 40,000
Inclusive of all charges
Become job ready with our comprehensive industry focused curriculum for freshers & early career professionals
1 Year Accessto Skill-Lync’s Learning Management System (LMS)
Personalized Pageto showcase Projects & Certifications
Live Individual & Group Sessionsto resolve queries, Discuss Progress and Study Plans.
Personalized & Hands-OnSupport over Mail, Telephone for Query Resolution & Overall Learner Progress.
Job-Oriented Industry Relevant Curriculumavailable at your fingertips curated by Global Industry Experts along with Live Sessions.
Our courses are designed by leading academicians and experienced industry professionals.
1 industry expert
Our instructors are industry experts along with a passion to teach.
14 years in the experience range
Instructors with 14 years extensive industry experience.
Areas of expertise
Pune
Delhi
Hyderabad
Mumbai
Bangalore
Please fill in your number & an expert from our team will call you shortly.