Machine Learning Tutorials, Courses and Certifications
The Comprehensive Data Science Course in Jalandhar is designed to equip participants with the knowledge and skills needed to excel in the rapidly evolving field of data science. Throughout the 6 Months or 1 Year program, participants will gain hands-on experience, develop a deep understanding of data science concepts, and build a strong foundation in statistical analysis, machine learning, and data engineering.
Module 1: Introduction to Data Science
- Overview of Data Science and its Applications
- Basics of Python Programming for Data Science
- Introduction to Data Manipulation and Analysis with Pandas
- Exploratory Data Analysis (EDA) Techniques
Module 2: Statistics for Data Science
- Descriptive Statistics and Probability
- Inferential Statistics and Hypothesis Testing
- Regression Analysis and Multivariate Statistics
- Statistical Distributions and their Applications
Module 3: Data Wrangling and Preprocessing
- Data Cleaning and Imputation
- Feature Engineering Techniques
- Handling Categorical Data
- Data Scaling and Normalization
Module 4: Machine Learning Fundamentals
- Supervised Learning: Regression and Classification
- Unsupervised Learning: Clustering and Dimensionality Reduction
- Ensemble Learning Techniques
- Model Evaluation and Hyperparameter Tuning
- Introduction to Neural Networks and Deep Learning
Module 5: Big Data Technologies
- Introduction to Big Data and Distributed Computing
- Apache Hadoop and HDFS
- Apache Spark Fundamentals
- Processing Large Datasets with Spark
Module 6: Advanced Machine Learning
- Advanced Deep Learning Techniques
- Natural Language Processing (NLP)
- Time Series Analysis and Forecasting
- Reinforcement Learning
Module 7: Data Engineering and Deployment
- Database Management Systems
- SQL and NoSQL Databases
- Data Warehousing and ETL Processes
- Model Deployment and Scalability
Module 8: Capstone Project and Real-world Applications
- Collaborative Project: Solving a Real-world Data Science Problem
- Presenting and Communicating Data Insights
- Ethical Considerations in Data Science
Assessment:
- Regular Quizzes and Assignments
- Mid-term and Final Exams
- Capstone Project Evaluation
Certification: Participants who successfully complete the program, including the capstone project, will be awarded a Professional Data Science Masterclass Certificate.
Ranked #1 Data Science Course in Jalandhar with Certifications.
👉Classroom Batch
👉35000+ Professionals Certified
👉120+ Learning Hours
👉11 Capstone & 1 Client Project
👉Internships + Job Assistance
👉IBM Certification
Enroll for IBM Certified Data Science Course in Jalandhar
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📞 +91 99140 77736
Embark on a transformative journey with our Data Science course training in Jalandhar, a dynamic program designed to equip you with the skills needed to thrive in the data-driven era. Explore the realms of Python programming, statistics, machine learning, and big data technologies through hands-on projects and real-world applications. Our experienced faculty ensures a comprehensive learning experience, paving the way for exciting career opportunities. Join us and unlock the power of data to drive innovation and make informed decisions. Elevate your career with our Data Science Training in Jalandhar – where knowledge meets opportunity in the world of analytics.
