Data science courses in Delhi
Data Science is the field of study that uses data to extract insights, make predictions, and support decision-making.
Core Topics in Data Science Courses:
Introduction to Data Science
https://iimskills.com/data-science-courses-in-delhi/
Basics of data science
Overview of the data science process
Tools like Jupyter Notebooks, Anaconda
Programming for Data Science
Python or R
Libraries like Pandas, NumPy, Matplotlib, Seaborn
Statistics & Probability
Descriptive stats
Probability theory
Hypothesis testing
Data Wrangling
Cleaning messy data
Handling missing values
Merging and reshaping data
Data Visualization
Matplotlib, Seaborn (Python)
Plotly, Tableau (advanced)
Machine Learning
Supervised vs unsupervised learning
Algorithms: linear regression, decision trees, clustering, etc.
Tools: Scikit-learn, TensorFlow, PyTorch
SQL & Databases
Querying databases
Data modeling
Capstone Projects
Applying everything to real-world datasets
End-to-end projects: data collection → analysis → modeling → visualization → presentation
Recommended Courses (Online)
IBM Data Science Professional Certificate (Coursera)
Beginner-friendly
Covers tools, Python, SQL, data analysis, and machine learning
Google Data Analytics Certificate (Coursera)
Strong on practical skills and tools (great for job seekers)
Data Science MicroMasters by UC San Diego (edX)
More academic, deeper dive
Harvard’s Data Science Professional Certificate (edX)
Mix of theory and practical application
freeCodeCamp - Data Science Path (Free!)
Self-paced, open-source, very hands-on
Spark, Hadoop, AWS, Google Cloud.
Data Science is the field of study that uses data to extract insights, make predictions, and support decision-making.
Core Topics in Data Science Courses:
Introduction to Data Science
https://iimskills.com/data-science-courses-in-delhi/
Basics of data science
Overview of the data science process
Tools like Jupyter Notebooks, Anaconda
Programming for Data Science
Python or R
Libraries like Pandas, NumPy, Matplotlib, Seaborn
Statistics & Probability
Descriptive stats
Probability theory
Hypothesis testing
Data Wrangling
Cleaning messy data
Handling missing values
Merging and reshaping data
Data Visualization
Matplotlib, Seaborn (Python)
Plotly, Tableau (advanced)
Machine Learning
Supervised vs unsupervised learning
Algorithms: linear regression, decision trees, clustering, etc.
Tools: Scikit-learn, TensorFlow, PyTorch
SQL & Databases
Querying databases
Data modeling
Capstone Projects
Applying everything to real-world datasets
End-to-end projects: data collection → analysis → modeling → visualization → presentation
Recommended Courses (Online)
IBM Data Science Professional Certificate (Coursera)
Beginner-friendly
Covers tools, Python, SQL, data analysis, and machine learning
Google Data Analytics Certificate (Coursera)
Strong on practical skills and tools (great for job seekers)
Data Science MicroMasters by UC San Diego (edX)
More academic, deeper dive
Harvard’s Data Science Professional Certificate (edX)
Mix of theory and practical application
freeCodeCamp - Data Science Path (Free!)
Self-paced, open-source, very hands-on
Spark, Hadoop, AWS, Google Cloud.
Data science courses in Delhi
Data Science is the field of study that uses data to extract insights, make predictions, and support decision-making.
Core Topics in Data Science Courses:
Introduction to Data Science
https://iimskills.com/data-science-courses-in-delhi/
Basics of data science
Overview of the data science process
Tools like Jupyter Notebooks, Anaconda
Programming for Data Science
Python or R
Libraries like Pandas, NumPy, Matplotlib, Seaborn
Statistics & Probability
Descriptive stats
Probability theory
Hypothesis testing
Data Wrangling
Cleaning messy data
Handling missing values
Merging and reshaping data
Data Visualization
Matplotlib, Seaborn (Python)
Plotly, Tableau (advanced)
Machine Learning
Supervised vs unsupervised learning
Algorithms: linear regression, decision trees, clustering, etc.
Tools: Scikit-learn, TensorFlow, PyTorch
SQL & Databases
Querying databases
Data modeling
Capstone Projects
Applying everything to real-world datasets
End-to-end projects: data collection → analysis → modeling → visualization → presentation
📚 Recommended Courses (Online)
IBM Data Science Professional Certificate (Coursera)
Beginner-friendly
Covers tools, Python, SQL, data analysis, and machine learning
Google Data Analytics Certificate (Coursera)
Strong on practical skills and tools (great for job seekers)
Data Science MicroMasters by UC San Diego (edX)
More academic, deeper dive
Harvard’s Data Science Professional Certificate (edX)
Mix of theory and practical application
freeCodeCamp - Data Science Path (Free!)
Self-paced, open-source, very hands-on
Spark, Hadoop, AWS, Google Cloud.
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