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Data Science
Introduction to Data Science
Unlock the Power of Data: Transform Information into Actionable Insights
What you'll learn
- Understand the core concepts, tools, and methodologies of data science.
- Learn techniques for gathering and preprocessing data for analysis.
- Apply statistical methods to interpret data and uncover trends.
- Explore algorithms like regression, classification, and clustering for predictive modeling.
- Master tools like Python, Tableau, and Power BI to create compelling visualizations.
- Gain hands-on experience with Hadoop, Spark, and other big data tools.
- Learn to extract valuable information from large datasets.
- Work on a real-world data science project to apply your learning.
This course includes
- 21 hours on-demand video
- 15 articles
- 55 downloadable resources
- Access on mobile and TV
- Full lifetime access
- Certificate of completion
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This course was selected for our collection of top-rated courses trusted by businesses worldwide.
Course Content
What is data science? Applications & key components of data sciences, Data science as carrier
Machine learning life cycle, Applications of machine learning, Types of machine learning, Overview of anaconda & jupyter notebook, Installation of anaconda
Python fundamentals (operators, conditionals, loops, functions) Python data structure (lists, tuples, dictionary, set, arrays)
File handling in python, NumPy, Pandas, Matplotlib, Seaborn
Data collection from files (CSV/EXCELS) Data collection from database (MYSQL/ SQLITE) Data collection from API’s Data collection through web scraping (beautiful soup/selenium)
Data cleaning & preprocessing using NumPy & pandas, Data visualization using Matplotlib, seaborn, tableau
Linear & logistic regression, Decision tree, Random Forest, Navie bayes & K nearest Neighbours, SVM & Clustering, K-Means & K-MEDOIDS
NLP, Neural networks, TensorFlow, Keras
Requirements
- No Prior Knowledge Required
- Working Internet Connect.
Description
The Data Science course at BharatSkillz is designed to turn you into a data-driven decision-maker. Covering everything from data collection and cleaning to advanced machine learning algorithms and big data technologies, this course provides a comprehensive skill set for aspiring data scientists. You’ll learn to analyze complex datasets, build predictive models, and visualize data in ways that drive actionable business insights. With hands-on projects and industry-relevant case studies, you’ll emerge as a proficient data scientist, ready to tackle real-world challenges.
Tools Included
Pricing plans
Self Paced
- Internship Certificate by Co-Branded Company
- 1 Minor + 1 Major project
- LIVE INTERACTIVE SESSIONS
- Recorded Modules
- 25+ hours of video content access
- Outstanding Certificate on successful completion of extra projects
- Training Certificate from Bharat Skillz
Mentor Led
- Internship Certificate by Co-Branded Company
- 1 Minor + 1 Major project
- LIVE INTERACTIVE SESSIONS
- Recorded Modules
- 25+ hours of video content access
- Outstanding Certificate on successful completion of extra projects
- Training Certificate from Bharat Skillz
Certificate Included
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