3-Month Data Analytics 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-Month Data Analytics Internship Program
Week 1: Introduction to Data Analytics
- Welcome and Orientation
- Overview of data analytics and its importance
- Tools and software to be used during the internship
- Data Analytics 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 Analytics
- Basic Python programming concepts
- Libraries for data analytics: NumPy, Pandas
Week 3: Exploratory Data Analysis (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 Analysis
- 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 analytics: AWS, Google Cloud, Azure
- Hands-on exercises with cloud-based data analytics tools
Week 8: Final Project With codec technologies developers
3rd Month: Project 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 Analytics
Week 2: Data Cleaning and Preprocessing
Week 3: Exploratory Data Analysis (EDA)
Week 4: Advanced Data Analysis
Week 5: Machine Learning Basics
Week 6: Applied Machine Learning
Week 7: Big Data and Cloud Computing
Week 8: Project With codec technologies developers
3rd Month: Project with codec technologies developers
Claim Internship Certificate
Student Ratings & Reviews
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he course was well-structured and covered the fundamental concepts clearly. The explanations were easy to follow, and the practical exercises helped reinforce the learning. It provided a good balance of theory and hands-on practice, making it useful for building relevant skills. Overall, it was a valuable learning experience and a good fit for beginners and intermediate learners.
It was nice to have a remote and learn as well.
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