Data Science Machine Learning Study Bootcamp: From A to Z

Data Science & Machine Learning Study Bootcamp: From A to Z

Published 6/2024

Created by Temotec Learning Academy

MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 119 Lectures ( 13h 31m ) | Size: 6 GB



Master Python for Machine Learning & Data Science. Build AI apps, Ace Interviews & Land Your Dream Job.



What you’ll learn:

Fundamentals of Data Science: Grasp the core concepts and principles underlying data science.

Data Analysis with Python: Utilize Python libraries like NumPy, Pandas, and Matplotlib for data manipulation and visualization.

Machine Learning Algorithms: Understand and implement regression, classification, and clustering algorithms using Scikit-learn.

Model Building and Evaluation: Learn to build predictive models and assess their accuracy with real-world datasets.

Data Preprocessing Techniques: Master essential data cleaning, transformation, and feature engineering methods.

Practical Applications: Apply data science skills to real-world projects and case studies.

Model Deployment: Gain insights into deploying machine learning models in production environments.

Career Preparation: Receive guidance on preparing for technical interviews and building a data science portfolio.

Python Programming for Data Science: Solidify your Python skills for data science tasks.

Data Visualization: Create informative and visually appealing data visualizations to communicate insights.



Requirements:

Basic Python programming knowledge is recommended, but not strictly required. The course will cover essential Python concepts for data science.

A willingness to learn and experiment with data is essential.

Access to a computer with an internet connection to install necessary software and libraries.

No prior experience in data science or machine learning is required.



Description:

Welcome to the most in-depth and engaging Machine Learning & Data Science Bootcamp designed to equip you with practical skills and knowledge for a successful career in the AI field. This comprehensive course is tailor-made for beginners and aspiring professionals alike, guiding you from the fundamentals to advanced topics, with a strong emphasis on Python programming and real-world applications.Become a master of Machine Learning, Deep Learning, and Data Science with Python in this comprehensive bootcamp. This course is designed to take you from beginner to expert, equipping you with the skills to build powerful AI models, solve real-world problems, and land your dream job in 2024.Master the fundamentals of Data Science:Learn how to work with data effectively, from collection and cleaning to analysis and visualization.Master essential Python libraries like NumPy, Pandas, and Matplotlib for data manipulation and exploration.Discover the power of data preprocessing techniques to enhance your model’s performance.Unlock the potential of Machine Learning with Python:Dive into the core concepts of machine learning algorithms, including regression, classification, and clustering.Implement popular ML algorithms using Scikit-learn, the go-to library for ML in Python.Build your own predictive models and evaluate their accuracy with real-world datasets.Launch your career in Data Science and Machine Learning:Gain practical experience by working on real-world projects and case studies.Learn how to deploy your models in production environments to create real-world impact.Prepare for technical interviews and land your dream job with career guidance and tips.Why choose this course:Comprehensive curriculum covering all essential aspects of Data Science, ML, and Deep Learning with Python.Hands-on approach with practical exercises, projects, and quizzes to reinforce your learning.Expert instruction from experienced professionals in the field.Lifetime access to course materials, so you can learn at your own pace and revisit concepts as needed.Active community support to connect with fellow learners and get your questions answered.Whether you’re a complete beginner or have some prior experience, this bootcamp will provide you with the knowledge and skills to excel in the exciting world of Data Science and Machine Learning. Enroll today and start your journey towards a rewarding career in AI!What you’ll learn:Python for Data Science & ML: Master Python, the language of choice for data professionals, and essential libraries (NumPy, Pandas, Matplotlib) for manipulating, analyzing, and visualizing data effectively.Machine Learning Fundamentals: Gain a deep understanding of ML algorithms (Linear Regression, Logistic Regression, Decision Trees, Random Forests), model evaluation, and deployment.Data Science Essentials: Learn to work with data, perform exploratory data analysis (EDA), feature engineering, and extract meaningful insights to drive decision-making.Real-World Projects: Apply your learning to practical projects, building a portfolio showcasing your skills to potential employers.Career Preparation: Get expert guidance on building a strong resume, acing technical interviews, and navigating the job market.Why choose this course:2024 Edition: Fully updated with the latest ML & DS techniques, libraries, and industry best practices.Hands-On Learning: Immerse yourself in practical exercises, real-world projects, and quizzes to reinforce your understanding.Expert Instruction: Learn from experienced data scientists and ML engineers passionate about sharing their knowledge.Lifetime Access: Learn at your own pace, anytime, anywhere, and revisit the material whenever you need a refresher.Supportive Community: Connect with fellow learners, get help when you need it, and collaborate on projects.No prior experience is required. Whether you’re a complete beginner or looking to enhance your existing skills, this course will empower you to become a proficient ML & DS practitioner, ready to tackle the challenges of the AI-driven world.Enroll now and unlock your potential in the exciting fields of Machine Learning and Data Science!