Python for Machine Learning (ML)
About This Course
Python for Data Science and Machine Learning Certification Program
Python for Data Science and Machine Learning Certification Program, a comprehensive course designed to equip participants with the essential skills and knowledge to thrive in the rapidly evolving fields of data science and machine learning. This program combines theoretical understanding with hands-on projects, ensuring that participants gain practical experience and a deep understanding of Python’s applications in these domains.
Python stands as the universal language in the dynamic field of data, commanding a surge in demand for proficient professionals. Recent reports reveal an astounding increase of X% in job listings specifically seeking Python expertise for roles in data science and machine learning. What sets Python enthusiasts apart is not just the demand but the accompanying generous salaries that outstrip industry averages, making mastery of Python a lucrative investment in one’s career.
The unparalleled versatility of Python is evident across the entire spectrum of data science tasks. From manipulating and analyzing data to the intricate development of machine learning models, Python’s extensive library ecosystem, featuring powerhouses like Pandas, NumPy, and Scikit-Learn, cements its status as the language of choice for every facet of the data science pipeline.
Our program takes you through an immersive journey covering the breadth of machine learning techniques, from foundational supervised and unsupervised learning to advanced methodologies like ensemble learning and deep neural networks. This hands-on experience equips you to implement machine learning models that not only meet current standards but drive innovation in the field. Python Syntax, functions and Python-related libraries, statistics for Machine learning
Certification in Python for Data Science and Machine Learning is not just a validation; it’s a prestigious endorsement that resonates with employers. Beyond elevating marketability, certification opens doors to advanced roles and a substantial increase in earning potential.
In an era where remote work has become the norm, Python professionals hold a distinctive advantage. The language’s adaptability to virtual work environments ensures that Python enthusiasts can contribute to cutting-edge projects from any corner of the globe.
Our program doesn’t merely prepare you for today’s challenges; it positions you as a visionary for the future. Stay at the forefront of industry trends, including AI integration, natural language processing, and predictive analytics, ensuring that your Python skills remain not only relevant but pioneering in the ever-evolving
landscape of innovation
Learning Objectives
Material Includes
- Yes Materials Included
Requirements
- No Programming experience required.
- A Laptop or Pc with access to the internet.
Target Audience
- University Student
- College Student
- School Student
Curriculum
Week # 01 Introduction to Python
Module #0100:00
Module #0200:00
Week # 02 String, List, set, dictionary & Tuples in Python
Module #0300:00
Module #0400:00
Week # 03 Function & OOP (Object oriented programming) in python
Module #0500:00
Module #0600:00
Week # 04 Data Science Using Python ( Numpy & Pandas)
Module #0700:00
Module #0800:00
Week # 05 Data Science Using Python ( Project-1)
Module #0900:00
Module #1000:00
Week # 06 Basic Statistics
Module #1100:00
Module #1200:00
Week # 07 Data visualization (Matplotlib and Seaborn libraries)
Module #1300:00
Module #1400:00
Week # 08 Data Analytics Using Python ( Project-2)
Module #1500:00
Module #1600:00
Week # 09 Introduction in Machine Learning
Module #1700:00
Module #1800:00
Week # 10 Feature Engineering
Module #19&2000:00
Week # 11 Supervise Machine Learning (Regression )
Module #21 & 2200:00
Week # 12 Supervise Machine Learning (Classification)
Module 23 & 2400:00
Module 2500:00
Week # 13 Unsupervised Machine Learning ( Clustering )
Module #2600:00
Week # 14 Principle component Analysis (PCA)
Module- 2700:00
Module- 2800:00
Your Instructors
$1,100
Material Includes
- Yes Materials Included
Course categories
- Basic Computer Excel Training
- Comprehensive Artificial Intelligence Certification Program
- Comprehensive Networking Certification Program
- Comprehensive Selenium Software Testing Certification Program
- Cyber threats malware, phishing, DDoS, etc. attacks SQL injection, XSS, CSRF, etc. with their mitigation techniques
- Educate visa application process, laws, and regulations, visa categories
- Identifying Potential Leads, Gathering Contact Information
- Intensive IELTS Preparation
- Learn software development life cycle (SDLC), Manual, Automation, Database, and App
- Learn to generate reports, and perform complex analyses using SQL functions and techniques
- Power BI Dashboard, Reports with Star Schema and Snowflake Schema DAX Functions
- Professional IT Help-Desk Officer Certification Program
- Python Syntax, functions and Python-related libraries, statistics for Machine learning
- Software Database Testing (SQL) Certification Program
- SOFTWARE, WEBSITE, MOBILE APPLICATIONS ACCESSIBILITY TESTING
- SQL Server, Power BI, MSBI (SSIS, SSRS), Data Warehouse, and Advanced Excel for Data Analytics
- Statistics for Data Science Mastery
- Verifying the correctness, reliability, and performance of the database