Name: Data Science and Machine Learning Certification - Advance Your Data Career
Price: ₹40,000.00 INR
Availability: InStock

Data Science and Machine Learning Certification Training Syllabus

Curriculum Designed by Experts

Introduction to Data Science

Topics

Overview of Data Science
Data Science Workflow
Setting up the Python environment

Python for Data Science

Topics

Python basics for data science
Data types and structures
Control flow and functions
Working with libraries (NumPy, Pandas)

Data Manipulation with Pandas

Topics

Introduction to Pandas
DataFrames and Series
Data cleaning and preprocessing
Data transformation and aggregation

Data Visualization

Topics

Introduction to data visualization
Matplotlib and Seaborn basics
Creating various types of plots
Customizing plots and visualizations

Exploratory Data Analysis (EDA)

Topics

Importance of EDA
Techniques for EDA
Identifying patterns and relationships
Using visualization for EDA

Statistics for Data Science

Topics

Descriptive statistics
Probability theory
Inferential statistics
Hypothesis testing

Introduction to Machine Learning

Topics

Overview of machine learning
Supervised vs. unsupervised learning
Common machine learning algorithms
Evaluation metrics

Supervised Learning

Topics

Linear Regression
Logistic Regression
Decision Trees and Random Forests
Support Vector Machines
K-Nearest Neighbors

Unsupervised Learning

Topics

K-Means Clustering
Hierarchical Clustering
Principal Component Analysis (PCA)
Association Rule Mining

Advanced Machine Learning

Topics

Ensemble methods
Gradient Boosting (XGBoost, LightGBM)
Neural networks and deep learning basics
Natural Language Processing (NLP)
Time Series Analysis

Model Evaluation and Tuning

Topics

Train-test split and cross-validation
Model evaluation metrics
Hyperparameter tuning
Model selection and validation

Real-World Projects and Case Studies

Topics

End-to-End Data Science Project
Industry-Specific Projects
Best Practices in Data Science and Machine Learning

Liked our Curriculam

Name

Email ID

Phone No

+91

Please Note : By continuing and signing in, you agree to Xpertised Learning’s Terms & Conditions and Privacy Policy.

Data Science and Machine Learning Certification Training Details

What is Data Science and Machine Learning Certification Training?

This course aims to equip learners with the ability to analyze complex data sets, create data visualizations, and build predictive models using machine learning algorithms. It combines theoretical knowledge with hands-on exercises and real-world projects to ensure that learners can apply their skills in professional settings.

Why enroll for Data Science and Machine Learning Certification Training?

Develop expertise in data science and machine learning, enhancing your ability to analyze data and build predictive models.
Boost your career prospects by obtaining a certification that is highly valued in the data science and analytics industry, making you a sought-after candidate for data scientist roles.
Stay competitive in the job market by mastering data science and machine learning techniques, ensuring your skills remain relevant and in high demand.

What are the benefits of joining Data Science and Machine Learning Certification Training?

Hands-on experience with Python and data science libraries.
Practical knowledge applicable to real-world scenarios.
Enhanced career opportunities in data science, machine learning, and AI.
Certification that validates your data science and machine learning skills and knowledge.

What skills will you learning during Data Science and Machine Learning Certification Training?

Python programming for data science
Data manipulation and cleaning with Pandas
Data visualization with Matplotlib and Seaborn
Exploratory Data Analysis (EDA)
Statistical analysis
Machine learning algorithms and techniques
Model evaluation and tuning
Time series analysis and NLP

What tools are covered during Data Science and Machine Learning Certification Training?

Python
Jupyter Notebook
NumPy
Pandas
Matplotlib
Seaborn
Scikit-Learn
TensorFlow/Keras (for deep learning)
XGBoost, LightGBM

What are the objectives of Data Science and Machine Learning Certification Training?

Understand the core concepts of data science and Python programming.
Perform data manipulation, cleaning, and transformation using Pandas.
Create data visualizations to communicate insights effectively.
Implement machine learning algorithms and build predictive models.
Evaluate and tune machine learning models for better performance.
Apply data science and machine learning techniques to real-world projects.

Who should go for this Data Science and Machine Learning Certification Training?

Aspiring Data Scientists
Data Analysts and Scientists
Machine Learning Engineers
IT Professionals
Anyone interested in data science, machine learning, and AI

What are the Prerequisite of Data Science and Machine Learning Certification Training?

Basic knowledge of programming concepts is beneficial
Familiarity with Python is recommended but not mandatory

What will you learning during Data Science and Machine Learning Certification Training?

Core concepts of data science and Python programming
Data manipulation, cleaning, and transformation using Pandas
Creating data visualizations with Matplotlib and Seaborn
Performing exploratory data analysis (EDA)
Implementing machine learning algorithms and building predictive models
Evaluating and tuning machine learning models
Applying data science and machine learning techniques to real-world projects

What are the system requirements for Data Science and Machine Learning Certification Training?

A computer with at least 8GB RAM and 20GB free disk space
Stable internet connection
Python installed (Python 3.x version)
Integrated Development Environment (IDE) like Jupyter Notebook

What are the career opportunities after Data Science and Machine Learning Certification Training?

Enhanced job prospects in data science, machine learning, and AI
Opportunities to work with top companies leveraging data science and machine learning for their business needs
Potential for career growth and higher salaries in roles such as Data Scientist, Data Analyst, and Machine Learning Engineer

Happy with our Course Details

Name

Email ID

Phone No

+91

Please Note : By continuing and signing in, you agree to Xpertised Learning’s Terms & Conditions and Privacy Policy.

Data Science and Machine Learning Certification Training Course

Why enroll for Data Science and Machine Learning Certification Training Course Training?

Instructor-led Data Science and Machine Learning Certification live Online Training Schedule

Flexi Batches for you

Talk to our Advisor.

CAN'T FIND A BATCH?

Talk to our Advisor.

About your Data Science and Machine Learning Certification Training

Skills Covered

Tools Covered

Data Science and Machine Learning Certification Training Syllabus

Curriculum Designed by Experts

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Liked our Curriculam

Why Data Science and Machine Learning Certification Training From Xpertised Learning

Live Interactive Classes

Resource Access

Support

Project Based Learning

Certification

Labs

Data Science and Machine Learning Certification Training Details

Happy with our Course Details

Data Science with Python Certification Course

Python Programming Certification Course

Data Science and Machine Learning Certification Training Course

Why enroll for Data Science and Machine Learning Certification Training Course Training?

Instructor-led Data Science and Machine Learning Certification live Online Training Schedule

Flexi Batches for you

Talk to our Advisor.

CAN'T FIND A BATCH?

Talk to our Advisor.

About your Data Science and Machine Learning Certification Training

Skills Covered

Tools Covered

Data Science and Machine Learning Certification Training Syllabus

Curriculum Designed by Experts

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Topics

Liked our Curriculam

Why Data Science and Machine Learning Certification Training From Xpertised Learning

Live Interactive Classes

Resource Access

Support

Project Based Learning

Certification

Labs

Data Science and Machine Learning Certification Training Details

Happy with our Course Details

Other Data Science Courses

Data Science with Python Certification Course

Python Programming Certification Course

Trending Courses

AWS Certification Training Course for Solutions Architect

Salesforce Platform App Builder

Salesforce Training Course for Administrator

DevOps Certification Training Course

AWS DevOps Engineer Certification Training Course

Microsoft Power BI Certification Training Course

Trending Categories

Cloud Computing

DevOps

Data Science

Artificial Intelligence

Big Data

Blockchain

Digital Marketing

Enterprise Computing