3-Months Data Science Internship
By Codec Technologies
Categories: 3-month Internship
About Course
Complete your internship at your own flexible timing, and receive your certificate within 24 hours of application. For more information about our premium and verifiable certificates, visit:
https://codectechnologies.in/certificates
3-Months Data Science Internship Data Science Internship Program
Week 1: Introduction to Data Science
- Welcome and Orientation
- Overview of Data Science and its importance
- Tools and software to be used during the internship
- Data Science Fundamentals: data types, structures, and statistical concepts
- Data collection methods
Week 2: Data Cleaning and Preprocessing
- Handling missing values
- Data transformation techniques
- Data normalization and standardization
- Introduction to Python for Data Science
- Basic Python programming concepts
- Libraries for Data Science: NumPy, Pandas
Week 3: Exploratory Data Science (EDA)
- Data visualization techniques
- Identifying patterns and insights
- Using Pandas and Matplotlib for EDA
- Introduction to SQL: Basic SQL queries and data manipulation
Week 4: Advanced Data Science
- Descriptive and inferential statistics
- Hypothesis testing
- Correlation and regression analysis
- Advanced data visualization tools: Seaborn, Plotly
- Creating interactive dashboards
Week 5: Machine Learning Basics
- Introduction to machine learning concepts
- Supervised vs. unsupervised learning
- Introduction to popular algorithms: Linear regression, decision trees, clustering
- Using Scikit-Learn for basic machine learning tasks
Week 6: Applied Machine Learning
- Data preparation for machine learning
- Model training and evaluation
- Cross-validation and hyperparameter tuning
- Real-world machine learning project
Week 7: Big Data and Cloud Computing
- Introduction to big data concepts
- Overview of Hadoop and Spark
- Using cloud platforms for Data Science: AWS, Google Cloud, Azure
- Hands-on exercises with cloud-based Data Science tools
Week 8: Final Project
3rd Month: Projects With codec technologies developers
Course Content
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Study material and other benefits from codec technologies
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Week 1: Introduction to Data Science
Week 2: Data Cleaning and Preprocessing
Week 3: Exploratory Data Science (EDA)
Week 4: Advanced Data Science
Week 5: Machine Learning Basics
Week 6: Applied Machine Learning
Week 7: Big Data and Cloud Computing
Week 8: Final Project With codec technologies developers
3rd Month: Project
Project & Placement Preparation Material
Claim Internship Certificate
Student Ratings & Reviews
Thank you for a wonderful internship experience at codec technology. I truly enjoyed working with the team and sharpening my skills in EXCEL, SQL,ML, data analysis. I am grateful for the guidance and this opportunity.
Exellent
Excellent
good
Helped me to learn new things and gain knowledge on data science
it was good
I have learned so many things in this Internship, thanks.
good
this internship good for my skill and best experience
khup chhan
It is really good for learning
Good
It was very Amazing
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nice
it was a good course
GOOD AND NICE