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PYTHON FOR MACHINE LEARNING

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4.1 (1897 Ratings)

Python is one of the most popular programming languages for machine learning and artificial intelligence (AI) due to its simplicity, extensive libraries, and a large, supportive community.Python’s versatility extends beyond machine learning, making it a versatile language for a wide range of applications, from web development to scientific research.

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The Syllabus

Curriculum Designed by Experts

Module 1:Introduction to Machine learning(ML)

  • What is Machine Learning?

  • Overview of Scikit-learn and TensorFlow

  • Types of Machine Learning

  • Some Complementing Fields of Machine Learning

  • Machine Learning Algorithms

  • Machine Learning Examples

 
Module 2:NumPy Arrays
  • Creating Multidimensional Array
  • NumPy Data Types
  • Array Attributes
  • Indexing and Slicing
  • Creating Array Views and Copies
  • Manipulating Array Shapes
  • I/O with NumPy
 
Module 3:Working with Pandas
  • Installing Pandas
  • Pandas DataFrames
  • Pandas Series
  • Data Aggregation with Pandas DataFrames
  • Concatenating and Appending DataFrames
  • Joining DataFrames
  • Handling Missing Data
 
Module 4: Python Regular Expressions
  • What are Regular Expressions?
  • The Match Function
  • The Search Function
  • Matching vs Searching
  • Search and Replace
  • Extended Regular Expressions
  • Wildcard
 
 
Module 5:Python Oracle Database Access
  • Install the cx_Oracle and other Packages
  • Create Database Connection
  • CREATE, INSERT, READ, UPDATE and DELETE Operation
  • DML and DDL Oepration with Databases
  • Performing Transactions
  • Handling Database Errors
  • Disconnecting Database
Module 6:Web Scraping in Python

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Module 7:Regression based learning
  • Simple Regression
  • Multiple Regression
  • Logistic Regression
  • Predicting House Prices with Regression
 
Module 8:Clustering based learning
  • Definition
  • Types of Clustering
  • The K-Means Clustering Algorithm
Module 9:Data mining
  • Introducing Data Mining
  • Decision Tree
  • Affinity Analysis
  • Clustering
 
Module 10:Classifiation – Sentiment Analysis

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Module 11:Natural Language Processing
  • Install NLTK
  • Tokenize Words
  • Tokenizing Sentences
  • Stop Words with NLTK
  • Stemming Words with NLTK
  • Speech Tagging
  • Sentiment Analysis with NLTK
 
Module 12:Making Sense of data through Visualization
  • Introducing Matplotlib
  • Bar Charts
  • Line Charts
  • Scatter Plots
  • Bubble Charts
 
Module 13:Working with openCV
  • Setting Up OpenCV
  • Loading and Displaying Images
  • Applying Image Filters
  • Tracking Faces
  • Face Recognition
Module 14:Performing predictions with Linear Regression
  • Simple Linear Regression
  • Multiple Regression
  • Training and Testing Model
 

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    Why Radical Technologies

    Live Online Training

    Highly practical oriented training
    Installation of Software On your System
    24/7 Email and Phone Support
    100% Placement Assistance until you get placed
    Global Certification Preparation
    Trainer Student Interactive Portal
    Assignments and Projects Guided by Mentors
    And Many More Features
    Course completion certificate and Global Certifications are part of our all Master Program
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    Live Classroom Training

    Weekend / Weekdays / Morning / Evening Batches
    80:20 Practical and Theory Ratio
    Real-life Case Studies
    Easy Coverup if you missed any sessions
    PSI | Kryterion | Redhat Test Centers
    Life Time Video Classroom Access ( coming soon )
    Resume Preparations and Mock Interviews
    And Many More Features
    Course completion certificate and Global Certifications are part of our all Master Program
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    Self Paced Training

    Self Paced Learning
    Learn 300+ Courses at Your Own Time
    50000+ Satisfied Learners
    Course Completion Certificate
    Practical Labs Available
    Mentor Support Available
    Doubt Clearing Session Available
    Attend Our Virtual Job Fair
    10% Discounted Global Certification
    Course completion certificate and Global Certifications are part of our all Master Program
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    Skills Covered

    • SA1 , SA2 ,SA3

    • RHEL 6/7/8/9

    • Virtualization

    • Type1 & Type2

    • CCNA Foundation

    • Networking

    • Servers-SSH/DHCP/DNS/
      Apache/Nginx/Apache Tomcat/MySQL/NTP/FTP/
      NFS/Samba/SMTP/Proxy

    • SAN/NAS/All RAID/LVM Storage

    • Backup Solutions

    • Security - all types of firewall

    • Scripting..  Bash scripting

    • Automation Tool - Complete Ansible

    • 250 hrs Hands on training

    • Resume preparation

    • Mock test interview preparation

    • Migration strategy

    • Server Hardening

    • Docker & Kubernetes

    • Basics AWS comparison with Linux

    • 150+ live on scenarios

    tool covered

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    Why Enroll for Red Hat Linux

    Covers each topics with Real Time Examples . Covers More than 250+ Real Time Scenarios which is divided into L1 ( Basic ) + L2 ( Intermediate) and L3 ( Advanced ) . Trainer from Real Time Industry .This is completely hands-on training , which covers 90% Practical And 10% Theory

    We give Combo Pack of RHEL 6 with RHEL 7 , to make sure all the candidate will get at least 5+ Year experience knowledge in Redhat Linux after attending this course.Covers SA1 + SA2 + SA3 topics in Details from the very basic to advanced level .

    Complete RHCSA and RHCE Exam Preparations.Appear for Redhat Global Certification Exam At any time After the course – No need to wait to get schedule from Redhat .At your convenient time , you can book and appear for exam using our Individual Exam Delivery System called KOALA

    Course benefits

    • Agentless Architecture

    • Simplicity and Ease of Use

    • Idempotent Execution

    • Infrastructure as Code (laC)

    • Broad Platform Support:

    • Scalability and Performance

    • Community and Support

    Who Can Apply for Red Hat Linux

    • Information Architects and Statisticians
    • Developers looking to master Machine Learning and Predictive Analytics
    • Big Data, Business Analysis, Business Intelligence, and Software Engineering Professionals
    • Aspirants who are looking to work as Machine Learning Experts, Data Scientists, etc.
    • Anyone who wants to learn machine learning, artificial intelligence, data visualization, data analytics, data structures, and algorithms (DSA).

    Why Red Hat Linux

    Industry Recognition

    Red Hat certifications are widely recognized in the IT industry. Holding a Red Hat certification demonstrates to employers that you have the skills and knowledge needed to effectively work with Red Hat Linux systems.

    High Demand for Linux Skills

    Linux is a dominant operating system in the server market, particularly in enterprise environments. Many organizations, including tech giants, financial institutions, and government agencies, rely on Linux for their infrastructure. As a result, there is a high demand for professionals with Linux skills, including Red Hat Linux expertise.

    Specialized Knowledge

    Red Hat Linux is a popular distribution used in enterprise environments due to its stability, security, and support offerings. By gaining expertise in Red Hat Linux through a certification course, you position yourself as a specialist in this specific distribution, which can make you more attractive to employers who use or plan to use Red Hat Linux.

    Job Opportunities

    Holding a Red Hat certification opens up various job opportunities in roles such as Linux system administrator, DevOps engineer, cloud engineer, network engineer, and more. Many job postings in these fields specifically mention Red Hat certifications as desired or required qualifications.

    Salary Potential

    Professionals with Red Hat certifications often command higher salaries compared to their non-certified counterparts. Employers value certified individuals for their proven skills and expertise, leading to potentially higher earning potential.

    Career Advancement

    Red Hat certifications can help you advance your career by providing a clear path for skill development and progression. As you gain more advanced certifications, you become eligible for more senior roles and responsibilities within organizations.

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    Global Certification

    Radical Technologies is the leading IT certification institute in Bangalore, offering a wide range of globally recognized certifications across various domains. With expert trainers and comprehensive course materials, it ensures that students gain in-depth knowledge and hands-on experience to excel in their careers. The institute’s certification programs are tailored to meet industry standards, helping professionals enhance their skillsets and boost their career prospects. From cloud technologies to data science, Radical Technologies covers it all, empowering individuals to stay ahead in the ever-evolving tech landscape. Achieve your professional goals with certifications that matter.

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    Red Hat Linux Fees in Bangalore

    Online Classroom PREFERRED

    • Live Classes from IIT Faculty & Industry Experts
    • Certification from IHUB IIT Roorkee
    • Career Services (Mock Interviews, Resume Preparation)
    • Placement Assistance upon clearing PRT
    • Dedicated Learning Manage

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    About Us

    At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalized resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career. Join us and let your journey to a successful future begin with the right support.

    At Radical Technologies, we ensure you’re ready to shine in any interview. Our comprehensive Interview Preparation program includes mock interviews, expert feedback, and tailored coaching sessions to build your confidence. Learn how to effectively communicate your skills, handle technical questions, and make a lasting impression on potential employers. With our guidance, you’ll walk into your interviews prepared and poised for success.

    At Radical Technologies, we believe that a strong professional profile is key to standing out in the competitive IT industry. Our Profile Building services are designed to highlight your unique skills and experiences, crafting a resume and LinkedIn profile that resonate with employers. From tailored advice on showcasing your strengths to tips on optimizing your online presence, we provide the tools you need to make a lasting impression. Let us help you build a profile that opens doors to your dream career.