Professional Certificate in Understanding Feature Engineering

Name: Professional Certificate in Understanding Feature Engineering
Availability: InStock

-- ViewingNow

The Professional Certificate in Understanding Feature Engineering is a comprehensive course designed to equip learners with the essential skills required to excel in the field of data science. This course highlights the importance of feature engineering, a critical aspect of data preprocessing that can significantly impact machine learning model performance.

4,0

Based on 2 532 reviews

6 199+

Students enrolled

GBP £ 140

GBP £ 202

Save 44% with our special offer

Start Now

À propos de ce cours

In an era where data is the new oil, there is a high demand for data professionals who can effectively manipulate and transform raw data into valuable features for modeling. According to Glassdoor, the average salary for a data scientist in the United States is $113,000 per year, making this a highly sought-after profession. This certificate course covers various topics, including data exploration, feature selection, feature scaling, and dimensionality reduction. By the end of the course, learners will have gained the practical skills and knowledge necessary to create and optimize features, leading to improved machine learning model accuracy and career advancement opportunities in the data science industry.

100% en ligne

Apprenez de n'importe où

Certificat partageable

Ajoutez à votre profil LinkedIn

2 mois pour terminer

à 2-3 heures par semaine

Commencez à tout moment

Aucune période d'attente

Détails du cours

• Introduction to Feature Engineering: Understanding the importance and role of feature engineering in machine learning models.
• Data Preprocessing: Techniques for cleaning, transforming, and preparing data for feature engineering.
• Feature Extraction: Methods for extracting useful features from raw data, including domain-specific approaches.
• Feature Scaling and Normalization: Techniques for transforming data to ensure compatibility with different machine learning algorithms.
• Feature Selection: Strategies for selecting the most relevant and informative features for a given machine learning task.
• Dimensionality Reduction: Techniques for reducing the number of features in a dataset while preserving key information.
• Feature Engineering for Deep Learning: Best practices for feature engineering when working with deep learning models.
• Evaluation of Feature Engineering Techniques: Methods for assessing the effectiveness of feature engineering techniques and iteratively improving them.
• Real-World Applications of Feature Engineering: Case studies and examples of feature engineering in practice.

Parcours professionnel

The Professional Certificate in Understanding Feature Engineering is a valuable program for those interested in data science, machine learning, data analysis, business intelligence, and data engineering roles in the UK. These roles require a solid understanding of feature engineering, which is the process of selecting and transforming raw data into an effective format for machine learning models. With the growing demand for experts in these fields, securing a certificate in understanding feature engineering can provide a competitive advantage in the job market. The 3D pie chart above highlights the current job market trends for roles related to feature engineering, displaying the percentage of job postings in each field in the UK. Data Scientist roles account for 35% of job postings, making it the largest segment. Machine Learning Engineer roles are in second place with 25% of job postings, followed by Data Analyst (20%), Business Intelligence Developer (15%), and Data Engineer (5%). These statistics emphasize the diverse career options available for professionals with a strong foundation in feature engineering. In terms of salary ranges, the UK offers competitive compensation for these roles. On average, entry-level Data Analysts can earn between £20,000 and £30,000 per year, while experienced Data Scientists and Machine Learning Engineers can earn upwards of £70,000 to £100,000 or more annually. Business Intelligence Developers and Data Engineers also enjoy competitive salaries, with the potential for growth depending on their expertise and experience in the field. By obtaining a Professional Certificate in Understanding Feature Engineering, professionals can enhance their skillset and become more competitive in the data-focused job market. This certificate program covers essential feature engineering techniques, including data preprocessing, feature scaling, dimensionality reduction, and advanced feature engineering methods. Learners can also practice their skills by working on real-world projects and case studies, further solidifying their understanding of feature engineering concepts. In conclusion, the Professional Certificate in Understanding Feature Engineering is an excellent investment for professionals aiming to advance their careers in data science, machine learning, data analysis, business intelligence, and data engineering in the UK. With a strong focus on essential feature engineering techniques, this certificate program can help learners develop the skills and knowledge required to succeed in these high-demand roles.

Exigences d'admission

Compréhension de base de la matière
Maîtrise de la langue anglaise
Accès à l'ordinateur et à Internet
Compétences informatiques de base
Dévouement pour terminer le cours

Aucune qualification formelle préalable requise. Cours conçu pour l'accessibilité.

Statut du cours

Ce cours fournit des connaissances et des compétences pratiques pour le développement professionnel. Il est :

Non accrédité par un organisme reconnu
Non réglementé par une institution autorisée
Complémentaire aux qualifications formelles

Vous recevrez un certificat de réussite en terminant avec succès le cours.

Pourquoi les gens nous choisissent pour leur carrière

Chargement des avis...

Questions fréquemment posées

Qu'est-ce qui rend ce cours unique par rapport aux autres ?

▼

Combien de temps faut-il pour terminer le cours ?

▼

WhatSupportWillIReceive

▼

IsCertificateRecognized

▼

WhatCareerOpportunities

▼

Quand puis-je commencer le cours ?

▼

Quel est le format du cours et l'approche d'apprentissage ?

▼

Frais de cours

LE PLUS POPULAIRE

Voie rapide : GBP £140

Compléter en 1 mois

Parcours d'Apprentissage Accéléré

3-4 heures par semaine
Livraison anticipée du certificat
Inscription ouverte - commencez quand vous voulez

Start Now

Mode standard : GBP £90

Compléter en 2 mois

Rythme d'Apprentissage Flexible

2-3 heures par semaine
Livraison régulière du certificat
Inscription ouverte - commencez quand vous voulez

Start Now

Ce qui est inclus dans les deux plans :

Accès complet au cours
Certificat numérique
Supports de cours

Prix Tout Compris • Aucuns frais cachés ou coûts supplémentaires

Obtenir des informations sur le cours

Payer en tant qu'entreprise

Demandez une facture pour que votre entreprise paie ce cours.

Payer par Facture

Obtenir un certificat de carrière

PROFESSIONAL CERTIFICATE IN UNDERSTANDING FEATURE ENGINEERING

est décerné à

Nom de l'Apprenant

qui a terminé un programme à

London School of International Business (LSIB)

Décerné le

05 May 2025

ID Blockchain : s-1-a-2-m-3-p-4-l-5-e

Ajoutez cette certification à votre profil LinkedIn, CV ou curriculum vitae. Partagez-la sur les réseaux sociaux et dans votre évaluation de performance.